Pandas Profiling Report

Dataset statistics

Number of variables	39
Number of observations	54294
Missing cells	281768
Missing cells (%)	13.3%
Duplicate rows	1
Duplicate rows (%)	< 0.1%
Total size in memory	16.2 MiB
Average record size in memory	312.0 B

Variable types

Categorical	17
Numeric	22

Alerts

Dataset has 1 (< 0.1%) duplicate rows	Duplicates
`permalink` has a high cardinality: 49436 distinct values	High cardinality
`name` has a high cardinality: 49350 distinct values	High cardinality
`homepage_url` has a high cardinality: 45850 distinct values	High cardinality
`category_list` has a high cardinality: 16675 distinct values	High cardinality
`market` has a high cardinality: 753 distinct values	High cardinality
`funding_total_usd` has a high cardinality: 14617 distinct values	High cardinality
`country_code` has a high cardinality: 115 distinct values	High cardinality
`state_code` has a high cardinality: 61 distinct values	High cardinality
`region` has a high cardinality: 1089 distinct values	High cardinality
`city` has a high cardinality: 4188 distinct values	High cardinality
`founded_at` has a high cardinality: 3369 distinct values	High cardinality
`founded_month` has a high cardinality: 420 distinct values	High cardinality
`founded_quarter` has a high cardinality: 218 distinct values	High cardinality
`first_funding_at` has a high cardinality: 3914 distinct values	High cardinality
`last_funding_at` has a high cardinality: 3657 distinct values	High cardinality
`venture` is highly overall correlated with `round_A` and 2 other fields	High correlation
`round_A` is highly overall correlated with `venture`	High correlation
`round_B` is highly overall correlated with `venture`	High correlation
`round_E` is highly overall correlated with `round_H`	High correlation
`round_G` is highly overall correlated with `round_H`	High correlation
`round_H` is highly overall correlated with `venture` and 2 other fields	High correlation
`status` is highly imbalanced (56.6%)	Imbalance
`country_code` is highly imbalanced (62.0%)	Imbalance
`round_H` is highly imbalanced (99.9%)	Imbalance
`permalink` has 4856 (8.9%) missing values	Missing
`name` has 4857 (8.9%) missing values	Missing
`homepage_url` has 8305 (15.3%) missing values	Missing
`category_list` has 8817 (16.2%) missing values	Missing
`market` has 8824 (16.3%) missing values	Missing
`funding_total_usd` has 4856 (8.9%) missing values	Missing
`status` has 6170 (11.4%) missing values	Missing
`country_code` has 10129 (18.7%) missing values	Missing
`state_code` has 24133 (44.4%) missing values	Missing
`region` has 10129 (18.7%) missing values	Missing
`city` has 10972 (20.2%) missing values	Missing
`funding_rounds` has 4856 (8.9%) missing values	Missing
`founded_at` has 15740 (29.0%) missing values	Missing
`founded_month` has 15812 (29.1%) missing values	Missing
`founded_quarter` has 15812 (29.1%) missing values	Missing
`founded_year` has 15812 (29.1%) missing values	Missing
`first_funding_at` has 4856 (8.9%) missing values	Missing
`last_funding_at` has 4856 (8.9%) missing values	Missing
`seed` has 4856 (8.9%) missing values	Missing
`venture` has 4856 (8.9%) missing values	Missing
`equity_crowdfunding` has 4856 (8.9%) missing values	Missing
`undisclosed` has 4856 (8.9%) missing values	Missing
`convertible_note` has 4856 (8.9%) missing values	Missing
`debt_financing` has 4856 (8.9%) missing values	Missing
`angel` has 4856 (8.9%) missing values	Missing
`grant` has 4856 (8.9%) missing values	Missing
`private_equity` has 4856 (8.9%) missing values	Missing
`post_ipo_equity` has 4856 (8.9%) missing values	Missing
`post_ipo_debt` has 4856 (8.9%) missing values	Missing
`secondary_market` has 4856 (8.9%) missing values	Missing
`product_crowdfunding` has 4856 (8.9%) missing values	Missing
`round_A` has 4856 (8.9%) missing values	Missing
`round_B` has 4856 (8.9%) missing values	Missing
`round_C` has 4856 (8.9%) missing values	Missing
`round_D` has 4856 (8.9%) missing values	Missing
`round_E` has 4856 (8.9%) missing values	Missing
`round_F` has 4856 (8.9%) missing values	Missing
`round_G` has 4856 (8.9%) missing values	Missing
`round_H` has 4856 (8.9%) missing values	Missing
`seed` is highly skewed (γ1 = 61.54157134)	Skewed
`venture` is highly skewed (γ1 = 24.67599225)	Skewed
`equity_crowdfunding` is highly skewed (γ1 = 73.80129708)	Skewed
`undisclosed` is highly skewed (γ1 = 57.58958109)	Skewed
`convertible_note` is highly skewed (γ1 = 188.858663)	Skewed
`debt_financing` is highly skewed (γ1 = 209.060153)	Skewed
`angel` is highly skewed (γ1 = 42.16928955)	Skewed
`grant` is highly skewed (γ1 = 83.31824864)	Skewed
`private_equity` is highly skewed (γ1 = 51.55799352)	Skewed
`post_ipo_equity` is highly skewed (γ1 = 122.8262149)	Skewed
`post_ipo_debt` is highly skewed (γ1 = 128.6538519)	Skewed
`secondary_market` is highly skewed (γ1 = 140.0189668)	Skewed
`product_crowdfunding` is highly skewed (γ1 = 135.1912786)	Skewed
`round_B` is highly skewed (γ1 = 20.44533729)	Skewed
`round_D` is highly skewed (γ1 = 64.29255253)	Skewed
`round_E` is highly skewed (γ1 = 32.90086749)	Skewed
`round_F` is highly skewed (γ1 = 109.2272619)	Skewed
`round_G` is highly skewed (γ1 = 155.7271315)	Skewed
`permalink` is uniformly distributed	Uniform
`name` is uniformly distributed	Uniform
`homepage_url` is uniformly distributed	Uniform
`seed` has 35598 (65.6%) zeros	Zeros
`venture` has 26161 (48.2%) zeros	Zeros
`equity_crowdfunding` has 48916 (90.1%) zeros	Zeros
`undisclosed` has 48486 (89.3%) zeros	Zeros
`convertible_note` has 48881 (90.0%) zeros	Zeros
`debt_financing` has 45213 (83.3%) zeros	Zeros
`angel` has 46309 (85.3%) zeros	Zeros
`grant` has 48296 (89.0%) zeros	Zeros
`private_equity` has 48065 (88.5%) zeros	Zeros
`post_ipo_equity` has 49122 (90.5%) zeros	Zeros
`post_ipo_debt` has 49363 (90.9%) zeros	Zeros
`secondary_market` has 49419 (91.0%) zeros	Zeros
`product_crowdfunding` has 49225 (90.7%) zeros	Zeros
`round_A` has 40435 (74.5%) zeros	Zeros
`round_B` has 43991 (81.0%) zeros	Zeros
`round_C` has 46601 (85.8%) zeros	Zeros
`round_D` has 48150 (88.7%) zeros	Zeros
`round_E` has 48922 (90.1%) zeros	Zeros
`round_F` has 49266 (90.7%) zeros	Zeros
`round_G` has 49404 (91.0%) zeros	Zeros

Reproduction

Analysis started	2023-07-04 06:27:57.951087
Analysis finished	2023-07-04 06:30:08.462352
Duration	2 minutes and 10.51 seconds
Software version	pandas-profiling v3.6.6
Download configuration	config.json

permalink
Categorical

HIGH CARDINALITY MISSING UNIFORM

Distinct	49436
Distinct (%)	> 99.9%
Missing	4856
Missing (%)	8.9%
Memory size	424.3 KiB

/organization/treasure-valley-urology-services	2
/organization/prysm	2
/organization/polyera	1
/organization/pollground	1
/organization/pollitoingles	1
Other values (49431)	49431

Length

Max length	99
Median length	73
Mean length	26.128767
Min length	15

Characters and Unicode

Total characters	1291754
Distinct characters	45
Distinct categories	9 ?
Distinct scripts	2 ?
Distinct blocks	2 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	49434 ?
Unique (%)	> 99.9%

Sample

1st row	/organization/waywire
2nd row	/organization/tv-communications
3rd row	/organization/rock-your-paper
4th row	/organization/in-touch-network
5th row	/organization/r-ranch-and-mine

Common Values

Value	Count	Frequency (%)
/organization/treasure-valley-urology-services	2	< 0.1%
/organization/prysm	2	< 0.1%
/organization/polyera	1	< 0.1%
/organization/pollground	1	< 0.1%
/organization/pollitoingles	1	< 0.1%
/organization/pollsb	1	< 0.1%
/organization/pollvaultr	1	< 0.1%
/organization/polwire	1	< 0.1%
/organization/poly-adaptive	1	< 0.1%
/organization/polyactiva	1	< 0.1%
Other values (49426)	49426	91.0%
(Missing)	4856	8.9%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
organization/treasure-valley-urology-services	2	< 0.1%
organization/prysm	2	< 0.1%
organization/axon-ghost-sentinel	1	< 0.1%
organization/20-20-gene-systems-inc	1	< 0.1%
organization/1248	1	< 0.1%
organization/1-4-all	1	< 0.1%
organization/rock-your-paper	1	< 0.1%
organization/in-touch-network	1	< 0.1%
organization/r-ranch-and-mine	1	< 0.1%
organization/club-domains	1	< 0.1%
Other values (49426)	49426	> 99.9%

Most occurring characters

Value	Count	Frequency (%)
a	145698	11.3%
i	145429	11.3%
o	144257	11.2%
n	136104	10.5%
/	98876	7.7%
t	89611	6.9%
r	85489	6.6%
g	64151	5.0%
e	61255	4.7%
z	51849	4.0%
Other values (35)	269035	20.8%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	1157292	89.6%
Other Punctuation	98876	7.7%
Dash Punctuation	32900	2.5%
Decimal Number	2675	0.2%
Control	7	< 0.1%
Math Symbol	1	< 0.1%
Open Punctuation	1	< 0.1%
Close Punctuation	1	< 0.1%
Other Symbol	1	< 0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
a	145698	12.6%
i	145429	12.6%
o	144257	12.5%
n	136104	11.8%
t	89611	7.7%
r	85489	7.4%
g	64151	5.5%
e	61255	5.3%
z	51849	4.5%
s	36992	3.2%
Other values (17)	196457	17.0%

Decimal Number

Value	Count	Frequency (%)
2	839	31.4%
3	371	13.9%
1	319	11.9%
0	278	10.4%
4	248	9.3%
5	154	5.8%
6	136	5.1%
8	123	4.6%
9	123	4.6%
7	84	3.1%

Control

Value	Count	Frequency (%)
	4	57.1%
	3	42.9%

Other Punctuation

Value	Count	Frequency (%)
/	98876	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	32900	100.0%

Math Symbol

Value	Count	Frequency (%)
+	1	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	1	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	1	100.0%

Other Symbol

Value	Count	Frequency (%)
°	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	1157292	89.6%
Common	134462	10.4%

Most frequent character per script

Latin

Value	Count	Frequency (%)
a	145698	12.6%
i	145429	12.6%
o	144257	12.5%
n	136104	11.8%
t	89611	7.7%
r	85489	7.4%
g	64151	5.5%
e	61255	5.3%
z	51849	4.5%
s	36992	3.2%
Other values (17)	196457	17.0%

Common

Value	Count	Frequency (%)
/	98876	73.5%
-	32900	24.5%
2	839	0.6%
3	371	0.3%
1	319	0.2%
0	278	0.2%
4	248	0.2%
5	154	0.1%
6	136	0.1%
8	123	0.1%
Other values (8)	218	0.2%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1291745	> 99.9%
None	9	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
a	145698	11.3%
i	145429	11.3%
o	144257	11.2%
n	136104	10.5%
/	98876	7.7%
t	89611	6.9%
r	85489	6.6%
g	64151	5.0%
e	61255	4.7%
z	51849	4.0%
Other values (31)	269026	20.8%

None

Value	Count	Frequency (%)
	4	44.4%
	3	33.3%
°	1	11.1%
é	1	11.1%

name
Categorical

HIGH CARDINALITY MISSING UNIFORM

Distinct	49350
Distinct (%)	99.8%
Missing	4857
Missing (%)	8.9%
Memory size	424.3 KiB

Roost	4
Spire	4
Cue	3
Hubbub	3
Roadmap	3
Other values (49345)	49420

Length

Max length	72
Median length	57
Mean length	12.112669
Min length	1

Characters and Unicode

Total characters	598814
Distinct characters	143
Distinct categories	17 ?
Distinct scripts	2 ?
Distinct blocks	2 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	49273 ?
Unique (%)	99.7%

Sample

1st row	#waywire
2nd row	&TV Communications
3rd row	'Rock' Your Paper
4th row	(In)Touch Network
5th row	-R- Ranch and Mine

Common Values

Value	Count	Frequency (%)
Roost	4	< 0.1%
Spire	4	< 0.1%
Cue	3	< 0.1%
Hubbub	3	< 0.1%
Roadmap	3	< 0.1%
Shift	3	< 0.1%
Compass	3	< 0.1%
Peach	3	< 0.1%
Nourish	2	< 0.1%
Lockbox	2	< 0.1%
Other values (49340)	49407	91.0%
(Missing)	4857	8.9%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
technologies	1151	1.5%
systems	724	0.9%
inc	712	0.9%
solutions	618	0.8%
media	549	0.7%
group	535	0.7%
technology	509	0.6%
medical	486	0.6%
the	445	0.6%
software	391	0.5%
Other values (45575)	72955	92.3%

Most occurring characters

Value	Count	Frequency (%)
e	56615	9.5%
o	41816	7.0%
i	40876	6.8%
a	40088	6.7%
n	33189	5.5%
t	32066	5.4%
r	31971	5.3%
	29635	4.9%
s	25227	4.2%
l	23535	3.9%
Other values (133)	243796	40.7%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	456851	76.3%
Uppercase Letter	104942	17.5%
Space Separator	29637	4.9%
Other Punctuation	3821	0.6%
Decimal Number	2262	0.4%
Dash Punctuation	681	0.1%
Open Punctuation	242	< 0.1%
Close Punctuation	241	< 0.1%
Control	49	< 0.1%
Math Symbol	42	< 0.1%
Other values (7)	46	< 0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	56615	12.4%
o	41816	9.2%
i	40876	8.9%
a	40088	8.8%
n	33189	7.3%
t	32066	7.0%
r	31971	7.0%
s	25227	5.5%
l	23535	5.2%
c	20398	4.5%
Other values (35)	111070	24.3%

Uppercase Letter

Value	Count	Frequency (%)
S	11798	11.2%
C	8497	8.1%
T	7899	7.5%
M	7002	6.7%
A	6669	6.4%
P	6446	6.1%
I	5459	5.2%
B	4979	4.7%
E	4597	4.4%
L	4403	4.2%
Other values (23)	37193	35.4%

Other Punctuation

Value	Count	Frequency (%)
.	2665	69.7%
,	506	13.2%
&	283	7.4%
'	158	4.1%
!	64	1.7%
/	52	1.4%
?	51	1.3%
:	16	0.4%
@	8	0.2%
*	7	0.2%
Other values (6)	11	0.3%

Decimal Number

Value	Count	Frequency (%)
2	464	20.5%
3	333	14.7%
1	329	14.5%
0	275	12.2%
4	235	10.4%
5	151	6.7%
6	141	6.2%
9	126	5.6%
8	124	5.5%
7	84	3.7%

Control

Value	Count	Frequency (%)
	20	40.8%
	18	36.7%
	3	6.1%
	2	4.1%
	1	2.0%
	1	2.0%
	1	2.0%
	1	2.0%
	1	2.0%
	1	2.0%

Math Symbol

Value	Count	Frequency (%)
+	25	59.5%
\|	14	33.3%
±	1	2.4%
>	1	2.4%
~	1	2.4%

Other Number

Value	Count	Frequency (%)
²	4	50.0%
¼	1	12.5%
³	1	12.5%
½	1	12.5%
¾	1	12.5%

Open Punctuation

Value	Count	Frequency (%)
(	236	97.5%
[	5	2.1%
{	1	0.4%

Close Punctuation

Value	Count	Frequency (%)
)	236	97.9%
]	4	1.7%
}	1	0.4%

Other Symbol

Value	Count	Frequency (%)
®	10	52.6%
©	6	31.6%
°	3	15.8%

Currency Symbol

Value	Count	Frequency (%)
¢	3	50.0%
$	2	33.3%
£	1	16.7%

Space Separator

Value	Count	Frequency (%)
	29635	> 99.9%
	2	< 0.1%

Dash Punctuation

Value	Count	Frequency (%)
-	681	100.0%

Connector Punctuation

Value	Count	Frequency (%)
_	7	100.0%

Format

Value	Count	Frequency (%)
	3	100.0%

Other Letter

Value	Count	Frequency (%)
º	2	100.0%

Modifier Symbol

Value	Count	Frequency (%)
^	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	561794	93.8%
Common	37020	6.2%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	56615	10.1%
o	41816	7.4%
i	40876	7.3%
a	40088	7.1%
n	33189	5.9%
t	32066	5.7%
r	31971	5.7%
s	25227	4.5%
l	23535	4.2%
c	20398	3.6%
Other values (68)	216013	38.5%

Common

Value	Count	Frequency (%)
	29635	80.1%
.	2665	7.2%
-	681	1.8%
,	506	1.4%
2	464	1.3%
3	333	0.9%
1	329	0.9%
&	283	0.8%
0	275	0.7%
(	236	0.6%
Other values (55)	1613	4.4%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	598594	> 99.9%
None	220	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
e	56615	9.5%
o	41816	7.0%
i	40876	6.8%
a	40088	6.7%
n	33189	5.5%
t	32066	5.4%
r	31971	5.3%
	29635	5.0%
s	25227	4.2%
l	23535	3.9%
Other values (80)	243576	40.7%

None

Value	Count	Frequency (%)
é	22	10.0%
	20	9.1%
	18	8.2%
Ã	17	7.7%
á	16	7.3%
í	10	4.5%
®	10	4.5%
ó	8	3.6%
ü	7	3.2%
©	6	2.7%
Other values (43)	86	39.1%

homepage_url
Categorical

HIGH CARDINALITY MISSING UNIFORM

Distinct	45850
Distinct (%)	99.7%
Missing	8305
Missing (%)	15.3%
Memory size	424.3 KiB

http://spaceport.io	2
http://ivillage.com	2
http://www.kuwo.cn	2
http://gui.de	2
http://primordialgenetics.com	2
Other values (45845)	45979

Length

Max length	224
Median length	114
Mean length	23.615952
Min length	11

Characters and Unicode

Total characters	1086074
Distinct characters	79
Distinct categories	8 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	45711 ?
Unique (%)	99.4%

Sample

1st row	http://www.waywire.com
2nd row	http://enjoyandtv.com
3rd row	http://www.rockyourpaper.org
4th row	http://www.InTouchNetwork.com
5th row	http://nic.club/

Common Values

Value	Count	Frequency (%)
http://spaceport.io	2	< 0.1%
http://ivillage.com	2	< 0.1%
http://www.kuwo.cn	2	< 0.1%
http://gui.de	2	< 0.1%
http://primordialgenetics.com	2	< 0.1%
http://www.myworldwall.com	2	< 0.1%
http://evetab.com/	2	< 0.1%
http://www.cirqle.nl/	2	< 0.1%
http://www.appvance.com	2	< 0.1%
http://domino.com	2	< 0.1%
Other values (45840)	45969	84.7%
(Missing)	8305	15.3%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
http://www.viewpointcs.com	3	< 0.1%
http://spaceport.io	2	< 0.1%
http://www.smore.com	2	< 0.1%
http://www.inmarket.com	2	< 0.1%
http://gainfitness.com	2	< 0.1%
http://bubbly.net	2	< 0.1%
http://www.instoreaudionetwork.com	2	< 0.1%
http://www.dachisgroup.com	2	< 0.1%
http://rang.com	2	< 0.1%
http://www.voolks.com	2	< 0.1%
Other values (45818)	45995	> 99.9%

Most occurring characters

Value	Count	Frequency (%)
t	124027	11.4%
/	97972	9.0%
w	96842	8.9%
.	78683	7.2%
o	75131	6.9%
c	61949	5.7%
p	61412	5.7%
h	57296	5.3%
m	54761	5.0%
e	50507	4.7%
Other values (69)	327494	30.2%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	854459	78.7%
Other Punctuation	222847	20.5%
Decimal Number	3555	0.3%
Uppercase Letter	2546	0.2%
Dash Punctuation	2464	0.2%
Connector Punctuation	96	< 0.1%
Math Symbol	80	< 0.1%
Space Separator	27	< 0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
t	124027	14.5%
w	96842	11.3%
o	75131	8.8%
c	61949	7.3%
p	61412	7.2%
h	57296	6.7%
m	54761	6.4%
e	50507	5.9%
a	38514	4.5%
i	36459	4.3%
Other values (16)	197561	23.1%

Uppercase Letter

Value	Count	Frequency (%)
S	247	9.7%
C	195	7.7%
T	169	6.6%
A	153	6.0%
M	153	6.0%
P	144	5.7%
B	126	4.9%
L	126	4.9%
E	120	4.7%
G	118	4.6%
Other values (16)	995	39.1%

Other Punctuation

Value	Count	Frequency (%)
/	97972	44.0%
.	78683	35.3%
:	46000	20.6%
?	78	< 0.1%
%	33	< 0.1%
#	29	< 0.1%
&	28	< 0.1%
!	15	< 0.1%
,	5	< 0.1%
;	2	< 0.1%
Other values (2)	2	< 0.1%

Decimal Number

Value	Count	Frequency (%)
2	681	19.2%
1	579	16.3%
0	577	16.2%
3	441	12.4%
4	297	8.4%
5	228	6.4%
6	205	5.8%
8	204	5.7%
9	193	5.4%
7	150	4.2%

Math Symbol

Value	Count	Frequency (%)
=	79	98.8%
+	1	1.2%

Dash Punctuation

Value	Count	Frequency (%)
-	2464	100.0%

Connector Punctuation

Value	Count	Frequency (%)
_	96	100.0%

Space Separator

Value	Count	Frequency (%)
	27	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	857005	78.9%
Common	229069	21.1%

Most frequent character per script

Latin

Value	Count	Frequency (%)
t	124027	14.5%
w	96842	11.3%
o	75131	8.8%
c	61949	7.2%
p	61412	7.2%
h	57296	6.7%
m	54761	6.4%
e	50507	5.9%
a	38514	4.5%
i	36459	4.3%
Other values (42)	200107	23.3%

Common

Value	Count	Frequency (%)
/	97972	42.8%
.	78683	34.3%
:	46000	20.1%
-	2464	1.1%
2	681	0.3%
1	579	0.3%
0	577	0.3%
3	441	0.2%
4	297	0.1%
5	228	0.1%
Other values (17)	1147	0.5%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1086074	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
t	124027	11.4%
/	97972	9.0%
w	96842	8.9%
.	78683	7.2%
o	75131	6.9%
c	61949	5.7%
p	61412	5.7%
h	57296	5.3%
m	54761	5.0%
e	50507	4.7%
Other values (69)	327494	30.2%

category_list
Categorical

HIGH CARDINALITY MISSING

Distinct	16675
Distinct (%)	36.7%
Missing	8817
Missing (%)	16.2%
Memory size	424.3 KiB

\|Software\|	3650
\|Biotechnology\|	3597
\|E-Commerce\|	1263
\|Mobile\|	1211
\|Curated Web\|	1120
Other values (16670)	34636

Length

Max length	255
Median length	202
Mean length	27.464696
Min length	4

Characters and Unicode

Total characters	1249012
Distinct characters	63
Distinct categories	7 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	15373 ?
Unique (%)	33.8%

Sample

1st row	\|Entertainment\|Politics\|Social Media\|News\|
2nd row	\|Games\|
3rd row	\|Publishing\|Education\|
4th row	\|Electronics\|Guides\|Coffee\|Restaurants\|Music\|iPhone\|Apps\|Mobile\|iOS\|E-Commerce\|
5th row	\|Tourism\|Entertainment\|Games\|

Common Values

Value	Count	Frequency (%)
\|Software\|	3650	6.7%
\|Biotechnology\|	3597	6.6%
\|E-Commerce\|	1263	2.3%
\|Mobile\|	1211	2.2%
\|Curated Web\|	1120	2.1%
\|Clean Technology\|	1109	2.0%
\|Hardware + Software\|	968	1.8%
\|Enterprise Software\|	888	1.6%
\|Health Care\|	853	1.6%
\|Games\|	846	1.6%
Other values (16665)	29972	55.2%
(Missing)	8817	16.2%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
software	7059	7.9%
biotechnology	3597	4.0%
web	3547	4.0%
and	2615	2.9%
health	2213	2.5%
mobile	1603	1.8%
	1583	1.8%
technology	1564	1.7%
media	1528	1.7%
social	1463	1.6%
Other values (19610)	62922	70.2%

Most occurring characters

Value	Count	Frequency (%)
\|	145007	11.6%
e	121176	9.7%
a	84156	6.7%
o	80602	6.5%
i	79148	6.3%
t	73964	5.9%
n	70827	5.7%
r	63049	5.0%
l	46970	3.8%
s	46757	3.7%
Other values (53)	437356	35.0%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	906621	72.6%
Uppercase Letter	147242	11.8%
Math Symbol	146421	11.7%
Space Separator	44217	3.5%
Dash Punctuation	3709	0.3%
Decimal Number	578	< 0.1%
Other Punctuation	224	< 0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	121176	13.4%
a	84156	9.3%
o	80602	8.9%
i	79148	8.7%
t	73964	8.2%
n	70827	7.8%
r	63049	7.0%
l	46970	5.2%
s	46757	5.2%
c	39722	4.4%
Other values (16)	200250	22.1%

Uppercase Letter

Value	Count	Frequency (%)
S	28063	19.1%
M	17620	12.0%
C	17494	11.9%
E	11293	7.7%
A	8351	5.7%
B	7878	5.4%
H	7035	4.8%
T	6860	4.7%
W	6479	4.4%
P	6184	4.2%
Other values (15)	29985	20.4%

Decimal Number

Value	Count	Frequency (%)
2	369	63.8%
3	135	23.4%
1	37	6.4%
7	19	3.3%
0	18	3.1%

Other Punctuation

Value	Count	Frequency (%)
&	194	86.6%
.	18	8.0%
/	12	5.4%

Math Symbol

Value	Count	Frequency (%)
\|	145007	99.0%
+	1414	1.0%

Space Separator

Value	Count	Frequency (%)
	44217	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	3709	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	1053863	84.4%
Common	195149	15.6%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	121176	11.5%
a	84156	8.0%
o	80602	7.6%
i	79148	7.5%
t	73964	7.0%
n	70827	6.7%
r	63049	6.0%
l	46970	4.5%
s	46757	4.4%
c	39722	3.8%
Other values (41)	347492	33.0%

Common

Value	Count	Frequency (%)
\|	145007	74.3%
	44217	22.7%
-	3709	1.9%
+	1414	0.7%
2	369	0.2%
&	194	0.1%
3	135	0.1%
1	37	< 0.1%
7	19	< 0.1%
.	18	< 0.1%
Other values (2)	30	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1249012	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
\|	145007	11.6%
e	121176	9.7%
a	84156	6.7%
o	80602	6.5%
i	79148	6.3%
t	73964	5.9%
n	70827	5.7%
r	63049	5.0%
l	46970	3.8%
s	46757	3.7%
Other values (53)	437356	35.0%

market
Categorical

HIGH CARDINALITY MISSING

Distinct	753
Distinct (%)	1.7%
Missing	8824
Missing (%)	16.3%
Memory size	424.3 KiB

Software	4620
Biotechnology	3688
Mobile	1983
E-Commerce	1805
Curated Web	1655
Other values (748)	31719

Length

Max length	39
Median length	31
Mean length	13.197339
Min length	4

Characters and Unicode

Total characters	600083
Distinct characters	61
Distinct categories	7 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	86 ?
Unique (%)	0.2%

Sample

1st row	News
2nd row	Games
3rd row	Publishing
4th row	Electronics
5th row	Tourism

Common Values

Value	Count	Frequency (%)
Software	4620	8.5%
Biotechnology	3688	6.8%
Mobile	1983	3.7%
E-Commerce	1805	3.3%
Curated Web	1655	3.0%
Enterprise Software	1280	2.4%
Health Care	1207	2.2%
Clean Technology	1200	2.2%
Games	1182	2.2%
Hardware + Software	1081	2.0%
Other values (743)	25769	47.5%
(Missing)	8824	16.3%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
software	7058	10.9%
biotechnology	3689	5.7%
mobile	2329	3.6%
web	2310	3.6%
health	2233	3.5%
e-commerce	1827	2.8%
technology	1701	2.6%
curated	1655	2.6%
social	1377	2.1%
media	1364	2.1%
Other values (715)	38991	60.4%

Most occurring characters

Value	Count	Frequency (%)
	110004	18.3%
e	56256	9.4%
o	41472	6.9%
a	38702	6.4%
t	35232	5.9%
i	32370	5.4%
n	31388	5.2%
r	29834	5.0%
l	22630	3.8%
c	19382	3.2%
Other values (51)	182813	30.5%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	421896	70.3%
Space Separator	110004	18.3%
Uppercase Letter	64911	10.8%
Dash Punctuation	1949	0.3%
Math Symbol	1099	0.2%
Decimal Number	152	< 0.1%
Other Punctuation	72	< 0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	56256	13.3%
o	41472	9.8%
a	38702	9.2%
t	35232	8.4%
i	32370	7.7%
n	31388	7.4%
r	29834	7.1%
l	22630	5.4%
c	19382	4.6%
s	19360	4.6%
Other values (16)	95270	22.6%

Uppercase Letter

Value	Count	Frequency (%)
S	12706	19.6%
C	8451	13.0%
M	6783	10.4%
E	5494	8.5%
B	4772	7.4%
H	4584	7.1%
W	3427	5.3%
T	3194	4.9%
A	3053	4.7%
P	1954	3.0%
Other values (14)	10493	16.2%

Decimal Number

Value	Count	Frequency (%)
2	86	56.6%
3	42	27.6%
1	19	12.5%
7	4	2.6%
0	1	0.7%

Other Punctuation

Value	Count	Frequency (%)
&	67	93.1%
/	4	5.6%
.	1	1.4%

Space Separator

Value	Count	Frequency (%)
	110004	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	1949	100.0%

Math Symbol

Value	Count	Frequency (%)
+	1099	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	486807	81.1%
Common	113276	18.9%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	56256	11.6%
o	41472	8.5%
a	38702	8.0%
t	35232	7.2%
i	32370	6.6%
n	31388	6.4%
r	29834	6.1%
l	22630	4.6%
c	19382	4.0%
s	19360	4.0%
Other values (40)	160181	32.9%

Common

Value	Count	Frequency (%)
	110004	97.1%
-	1949	1.7%
+	1099	1.0%
2	86	0.1%
&	67	0.1%
3	42	< 0.1%
1	19	< 0.1%
7	4	< 0.1%
/	4	< 0.1%
.	1	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	600083	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	110004	18.3%
e	56256	9.4%
o	41472	6.9%
a	38702	6.4%
t	35232	5.9%
i	32370	5.4%
n	31388	5.2%
r	29834	5.0%
l	22630	3.8%
c	19382	3.2%
Other values (51)	182813	30.5%

funding_total_usd
Categorical

HIGH CARDINALITY MISSING

Distinct	14617
Distinct (%)	29.6%
Missing	4856
Missing (%)	8.9%
Memory size	424.3 KiB

-	8531
10,00,000	925
5,00,000	761
1,00,000	749
40,000	680
Other values (14612)	37792

Length

Max length	17
Median length	16
Mean length	9.8788381
Min length	3

Characters and Unicode

Total characters	488390
Distinct characters	13
Distinct categories	4 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	12621 ?
Unique (%)	25.5%

Sample

1st row	17,50,000
2nd row	40,00,000
3rd row	40,000
4th row	15,00,000
5th row	60,000

Common Values

Value	Count	Frequency (%)
-	8531	15.7%
10,00,000	925	1.7%
5,00,000	761	1.4%
1,00,000	749	1.4%
40,000	680	1.3%
20,00,000	623	1.1%
50,000	560	1.0%
2,50,000	526	1.0%
1,00,00,000	489	0.9%
50,00,000	466	0.9%
Other values (14607)	35128	64.7%
(Missing)	4856	8.9%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
	8531	17.3%
10,00,000	925	1.9%
5,00,000	761	1.5%
1,00,000	749	1.5%
40,000	680	1.4%
20,00,000	623	1.3%
50,000	560	1.1%
2,50,000	526	1.1%
1,00,00,000	489	1.0%
50,00,000	466	0.9%
Other values (14607)	35128	71.1%

Most occurring characters

Value	Count	Frequency (%)
0	150596	30.8%
	115938	23.7%
,	87045	17.8%
1	21518	4.4%
5	20788	4.3%
2	17761	3.6%
3	13130	2.7%
4	12223	2.5%
6	10679	2.2%
7	10556	2.2%
Other values (3)	28156	5.8%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	276876	56.7%
Space Separator	115938	23.7%
Other Punctuation	87045	17.8%
Dash Punctuation	8531	1.7%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	150596	54.4%
1	21518	7.8%
5	20788	7.5%
2	17761	6.4%
3	13130	4.7%
4	12223	4.4%
6	10679	3.9%
7	10556	3.8%
9	10100	3.6%
8	9525	3.4%

Space Separator

Value	Count	Frequency (%)
	115938	100.0%

Other Punctuation

Value	Count	Frequency (%)
,	87045	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	8531	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	488390	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	150596	30.8%
	115938	23.7%
,	87045	17.8%
1	21518	4.4%
5	20788	4.3%
2	17761	3.6%
3	13130	2.7%
4	12223	2.5%
6	10679	2.2%
7	10556	2.2%
Other values (3)	28156	5.8%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	488390	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	150596	30.8%
	115938	23.7%
,	87045	17.8%
1	21518	4.4%
5	20788	4.3%
2	17761	3.6%
3	13130	2.7%
4	12223	2.5%
6	10679	2.2%
7	10556	2.2%
Other values (3)	28156	5.8%

status
Categorical

IMBALANCE MISSING

Distinct	3
Distinct (%)	< 0.1%
Missing	6170
Missing (%)	11.4%
Memory size	424.3 KiB

operating	41829
acquired	3692
closed	2603

Length

Max length	9
Median length	9
Mean length	8.7610132
Min length	6

Characters and Unicode

Total characters	421615
Distinct characters	15
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	acquired
2nd row	operating
3rd row	operating
4th row	operating
5th row	operating

Common Values

Value	Count	Frequency (%)
operating	41829	77.0%
acquired	3692	6.8%
closed	2603	4.8%
(Missing)	6170	11.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
operating	41829	86.9%
acquired	3692	7.7%
closed	2603	5.4%

Most occurring characters

Value	Count	Frequency (%)
e	48124	11.4%
r	45521	10.8%
a	45521	10.8%
i	45521	10.8%
o	44432	10.5%
p	41829	9.9%
t	41829	9.9%
n	41829	9.9%
g	41829	9.9%
c	6295	1.5%
Other values (5)	18885	4.5%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	421615	100.0%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	48124	11.4%
r	45521	10.8%
a	45521	10.8%
i	45521	10.8%
o	44432	10.5%
p	41829	9.9%
t	41829	9.9%
n	41829	9.9%
g	41829	9.9%
c	6295	1.5%
Other values (5)	18885	4.5%

Most occurring scripts

Value	Count	Frequency (%)
Latin	421615	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	48124	11.4%
r	45521	10.8%
a	45521	10.8%
i	45521	10.8%
o	44432	10.5%
p	41829	9.9%
t	41829	9.9%
n	41829	9.9%
g	41829	9.9%
c	6295	1.5%
Other values (5)	18885	4.5%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	421615	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
e	48124	11.4%
r	45521	10.8%
a	45521	10.8%
i	45521	10.8%
o	44432	10.5%
p	41829	9.9%
t	41829	9.9%
n	41829	9.9%
g	41829	9.9%
c	6295	1.5%
Other values (5)	18885	4.5%

country_code
Categorical

HIGH CARDINALITY IMBALANCE MISSING

Distinct	115
Distinct (%)	0.3%
Missing	10129
Missing (%)	18.7%
Memory size	424.3 KiB

USA	28793
GBR	2642
CAN	1405
CHN	1239
DEU	968
Other values (110)	9118

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	132495
Distinct characters	25
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	16 ?
Unique (%)	< 0.1%

Sample

1st row	USA
2nd row	USA
3rd row	EST
4th row	GBR
5th row	USA

Common Values

Value	Count	Frequency (%)
USA	28793	53.0%
GBR	2642	4.9%
CAN	1405	2.6%
CHN	1239	2.3%
DEU	968	1.8%
FRA	866	1.6%
IND	849	1.6%
ISR	682	1.3%
ESP	549	1.0%
RUS	368	0.7%
Other values (105)	5804	10.7%
(Missing)	10129	18.7%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
usa	28793	65.2%
gbr	2642	6.0%
can	1405	3.2%
chn	1239	2.8%
deu	968	2.2%
fra	866	2.0%
ind	849	1.9%
isr	682	1.5%
esp	549	1.2%
rus	368	0.8%
Other values (105)	5804	13.1%

Most occurring characters

Value	Count	Frequency (%)
A	32525	24.5%
S	31479	23.8%
U	30850	23.3%
R	6177	4.7%
N	4895	3.7%
G	3401	2.6%
C	3306	2.5%
B	3203	2.4%
E	2532	1.9%
D	2420	1.8%
Other values (15)	11707	8.8%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	132495	100.0%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
A	32525	24.5%
S	31479	23.8%
U	30850	23.3%
R	6177	4.7%
N	4895	3.7%
G	3401	2.6%
C	3306	2.5%
B	3203	2.4%
E	2532	1.9%
D	2420	1.8%
Other values (15)	11707	8.8%

Most occurring scripts

Value	Count	Frequency (%)
Latin	132495	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
A	32525	24.5%
S	31479	23.8%
U	30850	23.3%
R	6177	4.7%
N	4895	3.7%
G	3401	2.6%
C	3306	2.5%
B	3203	2.4%
E	2532	1.9%
D	2420	1.8%
Other values (15)	11707	8.8%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	132495	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
A	32525	24.5%
S	31479	23.8%
U	30850	23.3%
R	6177	4.7%
N	4895	3.7%
G	3401	2.6%
C	3306	2.5%
B	3203	2.4%
E	2532	1.9%
D	2420	1.8%
Other values (15)	11707	8.8%

state_code
Categorical

HIGH CARDINALITY MISSING

Distinct	61
Distinct (%)	0.2%
Missing	24133
Missing (%)	44.4%
Memory size	424.3 KiB

CA	9917
NY	2914
MA	1969
TX	1466
WA	974
Other values (56)	12921

Length

Max length	2
Median length	2
Mean length	2
Min length	2

Characters and Unicode

Total characters	60322
Distinct characters	26
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	NY
2nd row	CA
3rd row	TX
4th row	FL
5th row	IL

Common Values

Value	Count	Frequency (%)
CA	9917	18.3%
NY	2914	5.4%
MA	1969	3.6%
TX	1466	2.7%
WA	974	1.8%
FL	963	1.8%
IL	827	1.5%
PA	792	1.5%
CO	723	1.3%
ON	653	1.2%
Other values (51)	8963	16.5%
(Missing)	24133	44.4%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
ca	9917	32.9%
ny	2914	9.7%
ma	1969	6.5%
tx	1466	4.9%
wa	974	3.2%
fl	963	3.2%
il	827	2.7%
pa	792	2.6%
co	723	2.4%
on	653	2.2%
Other values (51)	8963	29.7%

Most occurring characters

Value	Count	Frequency (%)
A	15638	25.9%
C	12276	20.4%
N	6163	10.2%
M	3552	5.9%
Y	3044	5.0%
T	2636	4.4%
O	2516	4.2%
L	1993	3.3%
I	1856	3.1%
X	1466	2.4%
Other values (16)	9182	15.2%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	60322	100.0%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
A	15638	25.9%
C	12276	20.4%
N	6163	10.2%
M	3552	5.9%
Y	3044	5.0%
T	2636	4.4%
O	2516	4.2%
L	1993	3.3%
I	1856	3.1%
X	1466	2.4%
Other values (16)	9182	15.2%

Most occurring scripts

Value	Count	Frequency (%)
Latin	60322	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
A	15638	25.9%
C	12276	20.4%
N	6163	10.2%
M	3552	5.9%
Y	3044	5.0%
T	2636	4.4%
O	2516	4.2%
L	1993	3.3%
I	1856	3.1%
X	1466	2.4%
Other values (16)	9182	15.2%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	60322	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
A	15638	25.9%
C	12276	20.4%
N	6163	10.2%
M	3552	5.9%
Y	3044	5.0%
T	2636	4.4%
O	2516	4.2%
L	1993	3.3%
I	1856	3.1%
X	1466	2.4%
Other values (16)	9182	15.2%

region
Categorical

HIGH CARDINALITY MISSING

Distinct	1089
Distinct (%)	2.5%
Missing	10129
Missing (%)	18.7%
Memory size	424.3 KiB

SF Bay Area	6804
New York City	2577
Boston	1837
London	1588
Los Angeles	1389
Other values (1084)	29970

Length

Max length	38
Median length	25
Mean length	9.2863127
Min length	3

Characters and Unicode

Total characters	410130
Distinct characters	65
Distinct categories	5 ?
Distinct scripts	2 ?
Distinct blocks	2 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	259 ?
Unique (%)	0.6%

Sample

1st row	New York City
2nd row	Los Angeles
3rd row	Tallinn
4th row	London
5th row	Dallas

Common Values

Value	Count	Frequency (%)
SF Bay Area	6804	12.5%
New York City	2577	4.7%
Boston	1837	3.4%
London	1588	2.9%
Los Angeles	1389	2.6%
Seattle	932	1.7%
Washington, D.C.	785	1.4%
Chicago	749	1.4%
San Diego	700	1.3%
Denver	636	1.2%
Other values (1079)	26168	48.2%
(Missing)	10129	18.7%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
bay	6824	8.8%
sf	6804	8.8%
area	6804	8.8%
city	3171	4.1%
	3052	3.9%
new	2985	3.9%
other	2771	3.6%
york	2657	3.4%
boston	1839	2.4%
london	1588	2.1%
Other values (1195)	38787	50.2%

Most occurring characters

Value	Count	Frequency (%)
a	37976	9.3%
e	34982	8.5%
	33118	8.1%
o	26965	6.6%
n	24682	6.0%
r	23853	5.8%
i	20113	4.9%
t	19869	4.8%
l	14522	3.5%
s	13202	3.2%
Other values (55)	160848	39.2%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	283887	69.2%
Uppercase Letter	86297	21.0%
Space Separator	33118	8.1%
Other Punctuation	3624	0.9%
Dash Punctuation	3204	0.8%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
a	37976	13.4%
e	34982	12.3%
o	26965	9.5%
n	24682	8.7%
r	23853	8.4%
i	20113	7.1%
t	19869	7.0%
l	14522	5.1%
s	13202	4.7%
y	11330	4.0%
Other values (22)	56393	19.9%

Uppercase Letter

Value	Count	Frequency (%)
S	11939	13.8%
B	11760	13.6%
A	11716	13.6%
F	7513	8.7%
C	6939	8.0%
N	4869	5.6%
L	4651	5.4%
O	3946	4.6%
D	3861	4.5%
Y	2804	3.2%
Other values (18)	16299	18.9%

Other Punctuation

Value	Count	Frequency (%)
.	1886	52.0%
,	1677	46.3%
'	61	1.7%

Space Separator

Value	Count	Frequency (%)
	33118	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	3204	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	370184	90.3%
Common	39946	9.7%

Most frequent character per script

Latin

Value	Count	Frequency (%)
a	37976	10.3%
e	34982	9.4%
o	26965	7.3%
n	24682	6.7%
r	23853	6.4%
i	20113	5.4%
t	19869	5.4%
l	14522	3.9%
s	13202	3.6%
S	11939	3.2%
Other values (50)	142081	38.4%

Common

Value	Count	Frequency (%)
	33118	82.9%
-	3204	8.0%
.	1886	4.7%
,	1677	4.2%
'	61	0.2%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	410053	> 99.9%
None	77	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
a	37976	9.3%
e	34982	8.5%
	33118	8.1%
o	26965	6.6%
n	24682	6.0%
r	23853	5.8%
i	20113	4.9%
t	19869	4.8%
l	14522	3.5%
s	13202	3.2%
Other values (47)	160771	39.2%

None

Value	Count	Frequency (%)
Ç	33	42.9%
á	20	26.0%
è	6	7.8%
ä	6	7.8%
ø	4	5.2%
É	3	3.9%
ú	3	3.9%
í	2	2.6%

city
Categorical

HIGH CARDINALITY MISSING

Distinct	4188
Distinct (%)	9.7%
Missing	10972
Missing (%)	20.2%
Memory size	424.3 KiB

San Francisco	2615
New York	2334
London	1257
Palo Alto	597
Austin	583
Other values (4183)	35936

Length

Max length	32
Median length	26
Mean length	8.7052306
Min length	2

Characters and Unicode

Total characters	377128
Distinct characters	87
Distinct categories	7 ?
Distinct scripts	2 ?
Distinct blocks	2 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	2113 ?
Unique (%)	4.9%

Sample

1st row	New York
2nd row	Los Angeles
3rd row	Tallinn
4th row	London
5th row	Fort Worth

Common Values

Value	Count	Frequency (%)
San Francisco	2615	4.8%
New York	2334	4.3%
London	1257	2.3%
Palo Alto	597	1.1%
Austin	583	1.1%
Seattle	554	1.0%
Cambridge	554	1.0%
Chicago	514	0.9%
Los Angeles	508	0.9%
Mountain View	497	0.9%
Other values (4178)	33309	61.3%
(Missing)	10972	20.2%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
san	4093	7.0%
francisco	2677	4.6%
new	2552	4.4%
york	2341	4.0%
london	1259	2.2%
city	765	1.3%
santa	702	1.2%
los	636	1.1%
alto	601	1.0%
palo	601	1.0%
Other values (4107)	42190	72.2%

Most occurring characters

Value	Count	Frequency (%)
a	36535	9.7%
n	33523	8.9%
o	32757	8.7%
e	29403	7.8%
i	22869	6.1%
r	21240	5.6%
l	19433	5.2%
t	16797	4.5%
	15095	4.0%
s	14981	4.0%
Other values (77)	134495	35.7%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	303198	80.4%
Uppercase Letter	58401	15.5%
Space Separator	15095	4.0%
Dash Punctuation	291	0.1%
Other Punctuation	110	< 0.1%
Modifier Symbol	30	< 0.1%
Decimal Number	3	< 0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
a	36535	12.0%
n	33523	11.1%
o	32757	10.8%
e	29403	9.7%
i	22869	7.5%
r	21240	7.0%
l	19433	6.4%
t	16797	5.5%
s	14981	4.9%
c	10276	3.4%
Other values (37)	65384	21.6%

Uppercase Letter

Value	Count	Frequency (%)
S	9233	15.8%
B	4806	8.2%
C	4643	8.0%
M	4222	7.2%
A	3861	6.6%
L	3749	6.4%
F	3553	6.1%
N	3509	6.0%
P	3461	5.9%
Y	2423	4.1%
Other values (22)	14941	25.6%

Decimal Number

Value	Count	Frequency (%)
6	1	33.3%
4	1	33.3%
0	1	33.3%

Other Punctuation

Value	Count	Frequency (%)
'	62	56.4%
.	48	43.6%

Space Separator

Value	Count	Frequency (%)
	15095	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	291	100.0%

Modifier Symbol

Value	Count	Frequency (%)
`	30	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	361599	95.9%
Common	15529	4.1%

Most frequent character per script

Latin

Value	Count	Frequency (%)
a	36535	10.1%
n	33523	9.3%
o	32757	9.1%
e	29403	8.1%
i	22869	6.3%
r	21240	5.9%
l	19433	5.4%
t	16797	4.6%
s	14981	4.1%
c	10276	2.8%
Other values (69)	123785	34.2%

Common

Value	Count	Frequency (%)
	15095	97.2%
-	291	1.9%
'	62	0.4%
.	48	0.3%
`	30	0.2%
6	1	< 0.1%
4	1	< 0.1%
0	1	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	376313	99.8%
None	815	0.2%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
a	36535	9.7%
n	33523	8.9%
o	32757	8.7%
e	29403	7.8%
i	22869	6.1%
r	21240	5.6%
l	19433	5.2%
t	16797	4.5%
	15095	4.0%
s	14981	4.0%
Other values (50)	133680	35.5%

None

Value	Count	Frequency (%)
é	177	21.7%
ã	141	17.3%
ü	118	14.5%
ö	83	10.2%
á	63	7.7%
ó	40	4.9%
Ç	33	4.0%
í	30	3.7%
ø	22	2.7%
è	21	2.6%
Other values (17)	87	10.7%

funding_rounds
Real number (ℝ)

Distinct	17
Distinct (%)	< 0.1%
Missing	4856
Missing (%)	8.9%
Infinite	0
Infinite (%)	0.0%
Mean	1.6962053

Minimum	1
Maximum	18
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	424.3 KiB

Quantile statistics

Minimum	1
5-th percentile	1
Q1	1
median	1
Q3	2
95-th percentile	4
Maximum	18
Range	17
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	1.2942127
Coefficient of variation (CV)	0.76300473
Kurtosis	12.339926
Mean	1.6962053
Median Absolute Deviation (MAD)	0
Skewness	2.9258481
Sum	83857
Variance	1.6749865
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=17)

Value	Count	Frequency (%)
1	32039	59.0%
2	9219	17.0%
3	4026	7.4%
4	1997	3.7%
5	1001	1.8%
6	560	1.0%
7	252	0.5%
8	152	0.3%
9	84	0.2%
10	43	0.1%
Other values (7)	65	0.1%
(Missing)	4856	8.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	32039	59.0%
2	9219	17.0%
3	4026	7.4%
4	1997	3.7%
5	1001	1.8%
6	560	1.0%
7	252	0.5%
8	152	0.3%
9	84	0.2%
10	43	0.1%

Value	Count	Frequency (%)
18	1	< 0.1%
16	1	< 0.1%
15	4	< 0.1%
14	4	< 0.1%
13	8	< 0.1%
12	12	< 0.1%
11	35	0.1%
10	43	0.1%
9	84	0.2%
8	152	0.3%

founded_at
Categorical

HIGH CARDINALITY MISSING

Distinct	3369
Distinct (%)	8.7%
Missing	15740
Missing (%)	29.0%
Memory size	424.3 KiB

2012-01-01	2181
2011-01-01	2161
2010-01-01	1855
2009-01-01	1603
2013-01-01	1575
Other values (3364)	29179

Length

Max length	10
Median length	10
Mean length	10
Min length	10

Characters and Unicode

Total characters	385540
Distinct characters	11
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1388 ?
Unique (%)	3.6%

Sample

1st row	2012-06-01
2nd row	2012-10-26
3rd row	2011-04-01
4th row	2014-01-01
5th row	2011-10-10

Common Values

Value	Count	Frequency (%)
2012-01-01	2181	4.0%
2011-01-01	2161	4.0%
2010-01-01	1855	3.4%
2009-01-01	1603	3.0%
2013-01-01	1575	2.9%
2007-01-01	1364	2.5%
2008-01-01	1285	2.4%
2006-01-01	1138	2.1%
2005-01-01	1016	1.9%
2004-01-01	919	1.7%
Other values (3359)	23457	43.2%
(Missing)	15740	29.0%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
2012-01-01	2181	5.7%
2011-01-01	2161	5.6%
2010-01-01	1855	4.8%
2009-01-01	1603	4.2%
2013-01-01	1575	4.1%
2007-01-01	1364	3.5%
2008-01-01	1285	3.3%
2006-01-01	1138	3.0%
2005-01-01	1016	2.6%
2004-01-01	919	2.4%
Other values (3359)	23457	60.8%

Most occurring characters

Value	Count	Frequency (%)
0	125347	32.5%
1	91377	23.7%
-	77108	20.0%
2	46357	12.0%
9	12365	3.2%
3	7938	2.1%
8	5712	1.5%
4	5168	1.3%
7	5078	1.3%
6	4562	1.2%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	308432	80.0%
Dash Punctuation	77108	20.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	125347	40.6%
1	91377	29.6%
2	46357	15.0%
9	12365	4.0%
3	7938	2.6%
8	5712	1.9%
4	5168	1.7%
7	5078	1.6%
6	4562	1.5%
5	4528	1.5%

Dash Punctuation

Value	Count	Frequency (%)
-	77108	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	385540	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	125347	32.5%
1	91377	23.7%
-	77108	20.0%
2	46357	12.0%
9	12365	3.2%
3	7938	2.1%
8	5712	1.5%
4	5168	1.3%
7	5078	1.3%
6	4562	1.2%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	385540	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	125347	32.5%
1	91377	23.7%
-	77108	20.0%
2	46357	12.0%
9	12365	3.2%
3	7938	2.1%
8	5712	1.5%
4	5168	1.3%
7	5078	1.3%
6	4562	1.2%

founded_month
Categorical

HIGH CARDINALITY MISSING

Distinct	420
Distinct (%)	1.1%
Missing	15812
Missing (%)	29.1%
Memory size	424.3 KiB

2012-01	2327
2011-01	2286
2010-01	1952
2013-01	1722
2009-01	1655
Other values (415)	28540

Length

Max length	7
Median length	7
Mean length	7
Min length	7

Characters and Unicode

Total characters	269374
Distinct characters	11
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	96 ?
Unique (%)	0.2%

Sample

1st row	2012-06
2nd row	2012-10
3rd row	2011-04
4th row	2014-01
5th row	2011-10

Common Values

Value	Count	Frequency (%)
2012-01	2327	4.3%
2011-01	2286	4.2%
2010-01	1952	3.6%
2013-01	1722	3.2%
2009-01	1655	3.0%
2007-01	1394	2.6%
2008-01	1336	2.5%
2006-01	1159	2.1%
2005-01	1026	1.9%
2004-01	933	1.7%
Other values (410)	22692	41.8%
(Missing)	15812	29.1%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
2012-01	2327	6.0%
2011-01	2286	5.9%
2010-01	1952	5.1%
2013-01	1722	4.5%
2009-01	1655	4.3%
2007-01	1394	3.6%
2008-01	1336	3.5%
2006-01	1159	3.0%
2005-01	1026	2.7%
2004-01	933	2.4%
Other values (410)	22692	59.0%

Most occurring characters

Value	Count	Frequency (%)
0	91154	33.8%
1	56500	21.0%
2	43592	16.2%
-	38482	14.3%
9	11716	4.3%
3	6880	2.6%
8	4932	1.8%
4	4453	1.7%
7	4370	1.6%
6	3969	1.5%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	230892	85.7%
Dash Punctuation	38482	14.3%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	91154	39.5%
1	56500	24.5%
2	43592	18.9%
9	11716	5.1%
3	6880	3.0%
8	4932	2.1%
4	4453	1.9%
7	4370	1.9%
6	3969	1.7%
5	3326	1.4%

Dash Punctuation

Value	Count	Frequency (%)
-	38482	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	269374	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	91154	33.8%
1	56500	21.0%
2	43592	16.2%
-	38482	14.3%
9	11716	4.3%
3	6880	2.6%
8	4932	1.8%
4	4453	1.7%
7	4370	1.6%
6	3969	1.5%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	269374	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	91154	33.8%
1	56500	21.0%
2	43592	16.2%
-	38482	14.3%
9	11716	4.3%
3	6880	2.6%
8	4932	1.8%
4	4453	1.7%
7	4370	1.6%
6	3969	1.5%

founded_quarter
Categorical

HIGH CARDINALITY MISSING

Distinct	218
Distinct (%)	0.6%
Missing	15812
Missing (%)	29.1%
Memory size	424.3 KiB

2012-Q1	2904
2011-Q1	2768
2010-Q1	2259
2013-Q1	2206
2009-Q1	1852
Other values (213)	26493

Length

Max length	7
Median length	7
Mean length	7
Min length	7

Characters and Unicode

Total characters	269374
Distinct characters	12
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	45 ?
Unique (%)	0.1%

Sample

1st row	2012-Q2
2nd row	2012-Q4
3rd row	2011-Q2
4th row	2014-Q1
5th row	2011-Q4

Common Values

Value	Count	Frequency (%)
2012-Q1	2904	5.3%
2011-Q1	2768	5.1%
2010-Q1	2259	4.2%
2013-Q1	2206	4.1%
2009-Q1	1852	3.4%
2007-Q1	1560	2.9%
2008-Q1	1523	2.8%
2006-Q1	1264	2.3%
2005-Q1	1099	2.0%
2004-Q1	965	1.8%
Other values (208)	20082	37.0%
(Missing)	15812	29.1%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
2012-q1	2904	7.5%
2011-q1	2768	7.2%
2010-q1	2259	5.9%
2013-q1	2206	5.7%
2009-q1	1852	4.8%
2007-q1	1560	4.1%
2008-q1	1523	4.0%
2006-q1	1264	3.3%
2005-q1	1099	2.9%
2004-q1	965	2.5%
Other values (208)	20082	52.2%

Most occurring characters

Value	Count	Frequency (%)
0	55071	20.4%
1	54433	20.2%
2	45783	17.0%
-	38482	14.3%
Q	38482	14.3%
9	10210	3.8%
3	9558	3.5%
4	6772	2.5%
8	3530	1.3%
7	2966	1.1%
Other values (2)	4087	1.5%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	192410	71.4%
Dash Punctuation	38482	14.3%
Uppercase Letter	38482	14.3%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	55071	28.6%
1	54433	28.3%
2	45783	23.8%
9	10210	5.3%
3	9558	5.0%
4	6772	3.5%
8	3530	1.8%
7	2966	1.5%
6	2303	1.2%
5	1784	0.9%

Dash Punctuation

Value	Count	Frequency (%)
-	38482	100.0%

Uppercase Letter

Value	Count	Frequency (%)
Q	38482	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	230892	85.7%
Latin	38482	14.3%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	55071	23.9%
1	54433	23.6%
2	45783	19.8%
-	38482	16.7%
9	10210	4.4%
3	9558	4.1%
4	6772	2.9%
8	3530	1.5%
7	2966	1.3%
6	2303	1.0%

Latin

Value	Count	Frequency (%)
Q	38482	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	269374	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	55071	20.4%
1	54433	20.2%
2	45783	17.0%
-	38482	14.3%
Q	38482	14.3%
9	10210	3.8%
3	9558	3.5%
4	6772	2.5%
8	3530	1.3%
7	2966	1.1%
Other values (2)	4087	1.5%

founded_year
Real number (ℝ)

Distinct	103
Distinct (%)	0.3%
Missing	15812
Missing (%)	29.1%
Infinite	0
Infinite (%)	0.0%
Mean	2007.3591

Minimum	1902
Maximum	2014
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	424.3 KiB

Quantile statistics

Minimum	1902
5-th percentile	1996
Q1	2006
median	2010
Q3	2012
95-th percentile	2013
Maximum	2014
Range	112
Interquartile range (IQR)	6

Descriptive statistics

Standard deviation	7.5792031
Coefficient of variation (CV)	0.0037757086
Kurtosis	39.926643
Mean	2007.3591
Median Absolute Deviation (MAD)	3
Skewness	-4.6668042
Sum	77247194
Variance	57.444319
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2012	5211	9.6%
2011	4905	9.0%
2013	4044	7.4%
2010	3773	6.9%
2009	2979	5.5%
2008	2348	4.3%
2007	2331	4.3%
2006	1807	3.3%
2014	1469	2.7%
2005	1418	2.6%
Other values (93)	8197	15.1%
(Missing)	15812	29.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1902	2	< 0.1%
1903	1	< 0.1%
1905	1	< 0.1%
1906	5	< 0.1%
1907	1	< 0.1%
1908	1	< 0.1%
1910	2	< 0.1%
1911	2	< 0.1%
1912	6	< 0.1%
1913	2	< 0.1%

Value	Count	Frequency (%)
2014	1469	2.7%
2013	4044	7.4%
2012	5211	9.6%
2011	4905	9.0%
2010	3773	6.9%
2009	2979	5.5%
2008	2348	4.3%
2007	2331	4.3%
2006	1807	3.3%
2005	1418	2.6%

first_funding_at
Categorical

HIGH CARDINALITY MISSING

Distinct	3914
Distinct (%)	7.9%
Missing	4856
Missing (%)	8.9%
Memory size	424.3 KiB

2012-01-01	468
2013-01-01	463
2008-01-01	422
2011-01-01	392
2007-01-01	342
Other values (3909)	47351

Length

Max length	10
Median length	10
Mean length	10
Min length	10

Characters and Unicode

Total characters	494380
Distinct characters	11
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	781 ?
Unique (%)	1.6%

Sample

1st row	2012-06-30
2nd row	2010-06-04
3rd row	2012-08-09
4th row	2011-04-01
5th row	2014-08-17

Common Values

Value	Count	Frequency (%)
2012-01-01	468	0.9%
2013-01-01	463	0.9%
2008-01-01	422	0.8%
2011-01-01	392	0.7%
2007-01-01	342	0.6%
2014-01-01	336	0.6%
2010-01-01	324	0.6%
2009-01-01	290	0.5%
2013-09-01	221	0.4%
2006-01-01	217	0.4%
Other values (3904)	45963	84.7%
(Missing)	4856	8.9%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
2012-01-01	468	0.9%
2013-01-01	463	0.9%
2008-01-01	422	0.9%
2011-01-01	392	0.8%
2007-01-01	342	0.7%
2014-01-01	336	0.7%
2010-01-01	324	0.7%
2009-01-01	290	0.6%
2013-09-01	221	0.4%
2006-01-01	217	0.4%
Other values (3904)	45963	93.0%

Most occurring characters

Value	Count	Frequency (%)
0	137882	27.9%
-	98876	20.0%
1	93806	19.0%
2	77448	15.7%
3	18881	3.8%
4	15912	3.2%
9	12450	2.5%
8	10403	2.1%
7	9743	2.0%
6	9711	2.0%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	395504	80.0%
Dash Punctuation	98876	20.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	137882	34.9%
1	93806	23.7%
2	77448	19.6%
3	18881	4.8%
4	15912	4.0%
9	12450	3.1%
8	10403	2.6%
7	9743	2.5%
6	9711	2.5%
5	9268	2.3%

Dash Punctuation

Value	Count	Frequency (%)
-	98876	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	494380	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	137882	27.9%
-	98876	20.0%
1	93806	19.0%
2	77448	15.7%
3	18881	3.8%
4	15912	3.2%
9	12450	2.5%
8	10403	2.1%
7	9743	2.0%
6	9711	2.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	494380	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	137882	27.9%
-	98876	20.0%
1	93806	19.0%
2	77448	15.7%
3	18881	3.8%
4	15912	3.2%
9	12450	2.5%
8	10403	2.1%
7	9743	2.0%
6	9711	2.0%

last_funding_at
Categorical

HIGH CARDINALITY MISSING

Distinct	3657
Distinct (%)	7.4%
Missing	4856
Missing (%)	8.9%
Memory size	424.3 KiB

2013-01-01	387
2014-01-01	364
2012-01-01	348
2008-01-01	302
2011-01-01	272
Other values (3652)	47765

Length

Max length	10
Median length	10
Mean length	10
Min length	10

Characters and Unicode

Total characters	494380
Distinct characters	11
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	771 ?
Unique (%)	1.6%

Sample

1st row	2012-06-30
2nd row	2010-09-23
3rd row	2012-08-09
4th row	2011-04-01
5th row	2014-09-26

Common Values

Value	Count	Frequency (%)
2013-01-01	387	0.7%
2014-01-01	364	0.7%
2012-01-01	348	0.6%
2008-01-01	302	0.6%
2011-01-01	272	0.5%
2013-09-01	241	0.4%
2010-01-01	210	0.4%
2014-06-01	209	0.4%
2007-01-01	202	0.4%
2009-01-01	200	0.4%
Other values (3647)	46703	86.0%
(Missing)	4856	8.9%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
2013-01-01	387	0.8%
2014-01-01	364	0.7%
2012-01-01	348	0.7%
2008-01-01	302	0.6%
2011-01-01	272	0.6%
2013-09-01	241	0.5%
2010-01-01	210	0.4%
2014-06-01	209	0.4%
2007-01-01	202	0.4%
2009-01-01	200	0.4%
Other values (3647)	46703	94.5%

Most occurring characters

Value	Count	Frequency (%)
0	130682	26.4%
-	98876	20.0%
1	95314	19.3%
2	77981	15.8%
4	21742	4.4%
3	20526	4.2%
9	11503	2.3%
8	10267	2.1%
7	9579	1.9%
6	9180	1.9%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	395504	80.0%
Dash Punctuation	98876	20.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	130682	33.0%
1	95314	24.1%
2	77981	19.7%
4	21742	5.5%
3	20526	5.2%
9	11503	2.9%
8	10267	2.6%
7	9579	2.4%
6	9180	2.3%
5	8730	2.2%

Dash Punctuation

Value	Count	Frequency (%)
-	98876	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	494380	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	130682	26.4%
-	98876	20.0%
1	95314	19.3%
2	77981	15.8%
4	21742	4.4%
3	20526	4.2%
9	11503	2.3%
8	10267	2.1%
7	9579	1.9%
6	9180	1.9%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	494380	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	130682	26.4%
-	98876	20.0%
1	95314	19.3%
2	77981	15.8%
4	21742	4.4%
3	20526	4.2%
9	11503	2.3%
8	10267	2.1%
7	9579	1.9%
6	9180	1.9%

seed
Real number (ℝ)

MISSING SKEWED ZEROS

Distinct	3337
Distinct (%)	6.7%
Missing	4856
Missing (%)	8.9%
Infinite	0
Infinite (%)	0.0%
Mean	217321.5

Minimum	0
Maximum	1.3 × 10⁸
Zeros	35598
Zeros (%)	65.6%
Negative	0
Negative (%)	0.0%
Memory size	424.3 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	25000
95-th percentile	1400000
Maximum	1.3 × 10⁸
Range	1.3 × 10⁸
Interquartile range (IQR)	25000

Descriptive statistics

Standard deviation	1056984.8
Coefficient of variation (CV)	4.863692
Kurtosis	6506.6142
Mean	217321.5
Median Absolute Deviation (MAD)	0
Skewness	61.541571
Sum	1.074394 × 10¹⁰
Variance	1.1172169 × 10¹²
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	35598	65.6%
40000	654	1.2%
1000000	570	1.0%
500000	543	1.0%
100000	538	1.0%
50000	406	0.7%
250000	341	0.6%
25000	322	0.6%
2000000	316	0.6%
20000	315	0.6%
Other values (3327)	9835	18.1%
(Missing)	4856	8.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	35598	65.6%
14	1	< 0.1%
60	1	< 0.1%
100	1	< 0.1%
118	1	< 0.1%
150	1	< 0.1%
890	1	< 0.1%
929	1	< 0.1%
1000	27	< 0.1%
1333	1	< 0.1%

Value	Count	Frequency (%)
130000000	1	< 0.1%
100000000	1	< 0.1%
64000000	1	< 0.1%
25000000	2	< 0.1%
24833177	1	< 0.1%
22300000	1	< 0.1%
21000000	2	< 0.1%
15027818	1	< 0.1%
15000000	1	< 0.1%
14081347	1	< 0.1%

venture
Real number (ℝ)

HIGH CORRELATION MISSING SKEWED ZEROS

Distinct	9300
Distinct (%)	18.8%
Missing	4856
Missing (%)	8.9%
Infinite	0
Infinite (%)	0.0%
Mean	7501050.5

Minimum	0
Maximum	2.351 × 10⁹
Zeros	26161
Zeros (%)	48.2%
Negative	0
Negative (%)	0.0%
Memory size	424.3 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	5000000
95-th percentile	38000000
Maximum	2.351 × 10⁹
Range	2.351 × 10⁹
Interquartile range (IQR)	5000000

Descriptive statistics

Standard deviation	28471124
Coefficient of variation (CV)	3.7956182
Kurtosis	1338.3873
Mean	7501050.5
Median Absolute Deviation (MAD)	0
Skewness	24.675992
Sum	3.7083694 × 10¹¹
Variance	8.1060491 × 10¹⁴
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	26161	48.2%
10000000	493	0.9%
5000000	487	0.9%
1000000	470	0.9%
2000000	422	0.8%
3000000	371	0.7%
4000000	318	0.6%
6000000	297	0.5%
1500000	251	0.5%
15000000	241	0.4%
Other values (9290)	19927	36.7%
(Missing)	4856	8.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	26161	48.2%
22	1	< 0.1%
291	1	< 0.1%
715	1	< 0.1%
1000	2	< 0.1%
1100	1	< 0.1%
1265	1	< 0.1%
1305	1	< 0.1%
1355	1	< 0.1%
1500	2	< 0.1%

Value	Count	Frequency (%)
2351000000	1	< 0.1%
1506000000	1	< 0.1%
1201000000	1	< 0.1%
1136000000	1	< 0.1%
866550786	1	< 0.1%
818225039	1	< 0.1%
794200000	1	< 0.1%
775000000	1	< 0.1%
762000000	1	< 0.1%
760166511	1	< 0.1%

equity_crowdfunding
Real number (ℝ)

MISSING SKEWED ZEROS

Distinct	252
Distinct (%)	0.5%
Missing	4856
Missing (%)	8.9%
Infinite	0
Infinite (%)	0.0%
Mean	6163.3221

Minimum	0
Maximum	25000000
Zeros	48916
Zeros (%)	90.1%
Negative	0
Negative (%)	0.0%
Memory size	424.3 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	25000000
Range	25000000
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	199904.82
Coefficient of variation (CV)	32.434588
Kurtosis	7198.2505
Mean	6163.3221
Median Absolute Deviation (MAD)	0
Skewness	73.801297
Sum	3.0470232 × 10⁸
Variance	3.9961935 × 10¹⁰
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	48916	90.1%
100000	22	< 0.1%
50000	19	< 0.1%
1000	16	< 0.1%
500000	14	< 0.1%
10000	14	< 0.1%
250000	12	< 0.1%
30000	12	< 0.1%
5000	12	< 0.1%
20000	12	< 0.1%
Other values (242)	389	0.7%
(Missing)	4856	8.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	48916	90.1%
50	1	< 0.1%
80	1	< 0.1%
100	5	< 0.1%
102	1	< 0.1%
144	1	< 0.1%
300	1	< 0.1%
317	1	< 0.1%
400	1	< 0.1%
500	2	< 0.1%

Value	Count	Frequency (%)
25000000	1	< 0.1%
17000000	1	< 0.1%
15808674	1	< 0.1%
10020000	1	< 0.1%
8481852	1	< 0.1%
7200000	1	< 0.1%
7000000	1	< 0.1%
6889180	1	< 0.1%
6000000	2	< 0.1%
5918360	1	< 0.1%

undisclosed
Real number (ℝ)

MISSING SKEWED ZEROS

Distinct	687
Distinct (%)	1.4%
Missing	4856
Missing (%)	8.9%
Infinite	0
Infinite (%)	0.0%
Mean	130221.28

Minimum	0
Maximum	2.9243283 × 10⁸
Zeros	48486
Zeros (%)	89.3%
Negative	0
Negative (%)	0.0%
Memory size	424.3 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	2.9243283 × 10⁸
Range	2.9243283 × 10⁸
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	2981403.7
Coefficient of variation (CV)	22.894903
Kurtosis	4473.7635
Mean	130221.28
Median Absolute Deviation (MAD)	0
Skewness	57.589581
Sum	6.4378797 × 10⁹
Variance	8.8887677 × 10¹²
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	48486	89.3%
500000	20	< 0.1%
100000	18	< 0.1%
1000000	18	< 0.1%
2000000	16	< 0.1%
200000	14	< 0.1%
270862	14	< 0.1%
300000	13	< 0.1%
250000	12	< 0.1%
10000000	11	< 0.1%
Other values (677)	816	1.5%
(Missing)	4856	8.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	48486	89.3%
1	1	< 0.1%
344	1	< 0.1%
1290	1	< 0.1%
2000	1	< 0.1%
2500	1	< 0.1%
4000	1	< 0.1%
4500	1	< 0.1%
5000	1	< 0.1%
8950	1	< 0.1%

Value	Count	Frequency (%)
292432833	1	< 0.1%
259417808	1	< 0.1%
250800000	1	< 0.1%
147000000	1	< 0.1%
125000000	1	< 0.1%
116983286	1	< 0.1%
103300000	1	< 0.1%
101000000	1	< 0.1%
100000000	2	< 0.1%
91000000	1	< 0.1%

convertible_note
Real number (ℝ)

MISSING SKEWED ZEROS

Distinct	299
Distinct (%)	0.6%
Missing	4856
Missing (%)	8.9%
Infinite	0
Infinite (%)	0.0%
Mean	23364.098

Minimum	0
Maximum	3 × 10⁸
Zeros	48881
Zeros (%)	90.0%
Negative	0
Negative (%)	0.0%
Memory size	424.3 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	3 × 10⁸
Range	3 × 10⁸
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	1432045.7
Coefficient of variation (CV)	61.292575
Kurtosis	39047.597
Mean	23364.098
Median Absolute Deviation (MAD)	0
Skewness	188.85866
Sum	1.1550743 × 10⁹
Variance	2.050755 × 10¹²
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	48881	90.0%
100000	20	< 0.1%
500000	20	< 0.1%
1000000	15	< 0.1%
50000	15	< 0.1%
250000	14	< 0.1%
1500000	13	< 0.1%
150000	13	< 0.1%
200000	11	< 0.1%
2000000	9	< 0.1%
Other values (289)	427	0.8%
(Missing)	4856	8.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	48881	90.0%
30	1	< 0.1%
100	1	< 0.1%
500	2	< 0.1%
1000	2	< 0.1%
1750	1	< 0.1%
2000	2	< 0.1%
5000	3	< 0.1%
5200	1	< 0.1%
6000	2	< 0.1%

Value	Count	Frequency (%)
300000000	1	< 0.1%
60000000	1	< 0.1%
46000000	1	< 0.1%
38979412	1	< 0.1%
25000000	1	< 0.1%
20000000	1	< 0.1%
18472424	1	< 0.1%
16251091	1	< 0.1%
14025045	1	< 0.1%
13738976	1	< 0.1%

debt_financing
Real number (ℝ)

MISSING SKEWED ZEROS

Distinct	1872
Distinct (%)	3.8%
Missing	4856
Missing (%)	8.9%
Infinite	0
Infinite (%)	0.0%
Mean	1888156.9

Minimum	0
Maximum	3.0079503 × 10¹⁰
Zeros	45213
Zeros (%)	83.3%
Negative	0
Negative (%)	0.0%
Memory size	424.3 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	970596.8
Maximum	3.0079503 × 10¹⁰
Range	3.0079503 × 10¹⁰
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	1.3820457 × 10⁸
Coefficient of variation (CV)	73.195489
Kurtosis	45388.908
Mean	1888156.9
Median Absolute Deviation (MAD)	0
Skewness	209.06015
Sum	9.33467 × 10¹⁰
Variance	1.9100502 × 10¹⁶
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	45213	83.3%
1000000	117	0.2%
500000	99	0.2%
100000	92	0.2%
2000000	86	0.2%
3000000	85	0.2%
5000000	76	0.1%
200000	71	0.1%
1500000	60	0.1%
250000	58	0.1%
Other values (1862)	3481	6.4%
(Missing)	4856	8.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	45213	83.3%
100	1	< 0.1%
400	1	< 0.1%
500	1	< 0.1%
1200	1	< 0.1%
1500	1	< 0.1%
2000	1	< 0.1%
2500	3	< 0.1%
3750	1	< 0.1%
4000	1	< 0.1%

Value	Count	Frequency (%)
3.0079503 × 10¹⁰	1	< 0.1%
3200000000	1	< 0.1%
2400000000	1	< 0.1%
2250000000	1	< 0.1%
1500000000	1	< 0.1%
1200000000	2	< 0.1%
940000000	1	< 0.1%
770000000	1	< 0.1%
750000000	3	< 0.1%
743000000	1	< 0.1%

angel
Real number (ℝ)

MISSING SKEWED ZEROS

Distinct	999
Distinct (%)	2.0%
Missing	4856
Missing (%)	8.9%
Infinite	0
Infinite (%)	0.0%
Mean	65418.98

Minimum	0
Maximum	63590263
Zeros	46309
Zeros (%)	85.3%
Negative	0
Negative (%)	0.0%
Memory size	424.3 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	162954
Maximum	63590263
Range	63590263
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	658290.79
Coefficient of variation (CV)	10.062688
Kurtosis	2860.5858
Mean	65418.98
Median Absolute Deviation (MAD)	0
Skewness	42.16929
Sum	3.2341835 × 10⁹
Variance	4.3334676 × 10¹¹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	46309	85.3%
500000	195	0.4%
1000000	189	0.3%
100000	123	0.2%
250000	119	0.2%
300000	91	0.2%
200000	89	0.2%
1500000	85	0.2%
2000000	81	0.1%
400000	70	0.1%
Other values (989)	2087	3.8%
(Missing)	4856	8.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	46309	85.3%
23	1	< 0.1%
120	1	< 0.1%
123	1	< 0.1%
439	1	< 0.1%
1000	1	< 0.1%
1200	1	< 0.1%
1350	1	< 0.1%
1500	1	< 0.1%
1635	1	< 0.1%

Value	Count	Frequency (%)
63590263	1	< 0.1%
43923865	1	< 0.1%
40000000	1	< 0.1%
30254390	1	< 0.1%
30000000	2	< 0.1%
20708316	1	< 0.1%
20000000	5	< 0.1%
18000000	1	< 0.1%
16837481	1	< 0.1%
15424164	1	< 0.1%

grant
Real number (ℝ)

MISSING SKEWED ZEROS

Distinct	532
Distinct (%)	1.1%
Missing	4856
Missing (%)	8.9%
Infinite	0
Infinite (%)	0.0%
Mean	162845.28

Minimum	0
Maximum	7.505 × 10⁸
Zeros	48296
Zeros (%)	89.0%
Negative	0
Negative (%)	0.0%
Memory size	424.3 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	7.505 × 10⁸
Range	7.505 × 10⁸
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	5612088
Coefficient of variation (CV)	34.462701
Kurtosis	8858.0422
Mean	162845.28
Median Absolute Deviation (MAD)	0
Skewness	83.318249
Sum	8.0507448 × 10⁹
Variance	3.1495532 × 10¹³
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	48296	89.0%
25000	37	0.1%
50000	36	0.1%
40000	33	0.1%
100000	33	0.1%
500000	27	< 0.1%
1000000	27	< 0.1%
150000	26	< 0.1%
2000000	23	< 0.1%
3000000	23	< 0.1%
Other values (522)	877	1.6%
(Missing)	4856	8.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	48296	89.0%
300	1	< 0.1%
1003	1	< 0.1%
1700	1	< 0.1%
1840	1	< 0.1%
2000	2	< 0.1%
2200	1	< 0.1%
2393	1	< 0.1%
2500	1	< 0.1%
3000	4	< 0.1%

Value	Count	Frequency (%)
750500000	1	< 0.1%
477475356	1	< 0.1%
412000000	1	< 0.1%
400000000	1	< 0.1%
251860000	1	< 0.1%
206000000	1	< 0.1%
191000000	1	< 0.1%
180000000	1	< 0.1%
170000000	1	< 0.1%
154053900	1	< 0.1%

private_equity
Real number (ℝ)

MISSING SKEWED ZEROS

Distinct	847
Distinct (%)	1.7%
Missing	4856
Missing (%)	8.9%
Infinite	0
Infinite (%)	0.0%
Mean	2074285.7

Minimum	0
Maximum	3.5 × 10⁹
Zeros	48065
Zeros (%)	88.5%
Negative	0
Negative (%)	0.0%
Memory size	424.3 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	3.5 × 10⁹
Range	3.5 × 10⁹
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	31672313
Coefficient of variation (CV)	15.269021
Kurtosis	4357.7056
Mean	2074285.7
Median Absolute Deviation (MAD)	0
Skewness	51.557994
Sum	1.0254854 × 10¹¹
Variance	1.0031354 × 10¹⁵
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	48065	88.5%
100000000	39	0.1%
5000000	30	0.1%
10000000	22	< 0.1%
20000000	18	< 0.1%
25000000	15	< 0.1%
2000000	15	< 0.1%
60000000	15	< 0.1%
50000000	14	< 0.1%
200000000	13	< 0.1%
Other values (837)	1192	2.2%
(Missing)	4856	8.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	48065	88.5%
60	1	< 0.1%
1660	1	< 0.1%
2000	1	< 0.1%
3064	1	< 0.1%
4000	1	< 0.1%
6000	1	< 0.1%
8000	1	< 0.1%
10000	3	< 0.1%
13000	1	< 0.1%

Value	Count	Frequency (%)
3500000000	1	< 0.1%
2600000000	1	< 0.1%
1710000000	1	< 0.1%
1498515340	1	< 0.1%
1107000000	1	< 0.1%
1050000000	1	< 0.1%
980000000	1	< 0.1%
771000000	1	< 0.1%
750000000	1	< 0.1%
727000000	1	< 0.1%

post_ipo_equity
Real number (ℝ)

MISSING SKEWED ZEROS

Distinct	239
Distinct (%)	0.5%
Missing	4856
Missing (%)	8.9%
Infinite	0
Infinite (%)	0.0%
Mean	608873.65

Minimum	0
Maximum	4.7 × 10⁹
Zeros	49122
Zeros (%)	90.5%
Negative	0
Negative (%)	0.0%
Memory size	424.3 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	4.7 × 10⁹
Range	4.7 × 10⁹
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	26783481
Coefficient of variation (CV)	43.988569
Kurtosis	19769.842
Mean	608873.65
Median Absolute Deviation (MAD)	0
Skewness	122.82621
Sum	3.0101495 × 10¹⁰
Variance	7.1735483 × 10¹⁴
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	49122	90.5%
20000000	8	< 0.1%
5000000	7	< 0.1%
10000000	7	< 0.1%
12000000	6	< 0.1%
6000000	4	< 0.1%
40000000	4	< 0.1%
100000000	4	< 0.1%
30000000	4	< 0.1%
1300000	3	< 0.1%
Other values (229)	269	0.5%
(Missing)	4856	8.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	49122	90.5%
10500	1	< 0.1%
119238	1	< 0.1%
146071	1	< 0.1%
150000	1	< 0.1%
155519	1	< 0.1%
216000	1	< 0.1%
300000	2	< 0.1%
353500	1	< 0.1%
375000	1	< 0.1%

Value	Count	Frequency (%)
4700000000	1	< 0.1%
1662513431	1	< 0.1%
1200000000	1	< 0.1%
1100000000	1	< 0.1%
1000000000	2	< 0.1%
804000000	1	< 0.1%
750000000	1	< 0.1%
739265776	1	< 0.1%
736000000	1	< 0.1%
700000000	1	< 0.1%

post_ipo_debt
Real number (ℝ)

MISSING SKEWED ZEROS

Distinct	57
Distinct (%)	0.1%
Missing	4856
Missing (%)	8.9%
Infinite	0
Infinite (%)	0.0%
Mean	443435.97

Minimum	0
Maximum	5.8 × 10⁹
Zeros	49363
Zeros (%)	90.9%
Negative	0
Negative (%)	0.0%
Memory size	424.3 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	5.8 × 10⁹
Range	5.8 × 10⁹
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	34281690
Coefficient of variation (CV)	77.309221
Kurtosis	19232.073
Mean	443435.97
Median Absolute Deviation (MAD)	0
Skewness	128.65385
Sum	2.1922588 × 10¹⁰
Variance	1.1752342 × 10¹⁵
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	49363	90.9%
5000000	4	< 0.1%
10000000	4	< 0.1%
35000000	3	< 0.1%
25000000	3	< 0.1%
20000000	3	< 0.1%
150000000	3	< 0.1%
30000000	3	< 0.1%
50000000	2	< 0.1%
2000000	2	< 0.1%
Other values (47)	48	0.1%
(Missing)	4856	8.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	49363	90.9%
90750	1	< 0.1%
300000	1	< 0.1%
430000	1	< 0.1%
590000	1	< 0.1%
800000	1	< 0.1%
1100000	1	< 0.1%
1500000	1	< 0.1%
2000000	2	< 0.1%
3500000	1	< 0.1%

Value	Count	Frequency (%)
5800000000	1	< 0.1%
3500000000	1	< 0.1%
2000000000	1	< 0.1%
1900000000	1	< 0.1%
1055750000	1	< 0.1%
920000000	1	< 0.1%
800000000	1	< 0.1%
725000000	1	< 0.1%
600000000	1	< 0.1%
500000000	2	< 0.1%

secondary_market
Real number (ℝ)

MISSING SKEWED ZEROS

Distinct	20
Distinct (%)	< 0.1%
Missing	4856
Missing (%)	8.9%
Infinite	0
Infinite (%)	0.0%
Mean	38455.922

Minimum	0
Maximum	6.8061155 × 10⁸
Zeros	49419
Zeros (%)	91.0%
Negative	0
Negative (%)	0.0%
Memory size	424.3 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	6.8061155 × 10⁸
Range	6.8061155 × 10⁸
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	3864460.6
Coefficient of variation (CV)	100.49065
Kurtosis	22129.124
Mean	38455.922
Median Absolute Deviation (MAD)	0
Skewness	140.01897
Sum	1.9011839 × 10⁹
Variance	1.4934056 × 10¹³
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=20)

Value	Count	Frequency (%)
0	49419	91.0%
210000000	1	< 0.1%
19300000	1	< 0.1%
7718867	1	< 0.1%
680611554	1	< 0.1%
400000000	1	< 0.1%
20000000	1	< 0.1%
700000	1	< 0.1%
210000	1	< 0.1%
2500000	1	< 0.1%
Other values (10)	10	< 0.1%
(Missing)	4856	8.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	49419	91.0%
156929	1	< 0.1%
210000	1	< 0.1%
700000	1	< 0.1%
2500000	1	< 0.1%
4700000	1	< 0.1%
6192396	1	< 0.1%
7343789	1	< 0.1%
7718867	1	< 0.1%
12500000	1	< 0.1%

Value	Count	Frequency (%)
680611554	1	< 0.1%
400000000	1	< 0.1%
210000000	1	< 0.1%
200000000	1	< 0.1%
126700000	1	< 0.1%
78800355	1	< 0.1%
63750000	1	< 0.1%
60000000	1	< 0.1%
20000000	1	< 0.1%
19300000	1	< 0.1%

product_crowdfunding
Real number (ℝ)

MISSING SKEWED ZEROS

Distinct	176
Distinct (%)	0.4%
Missing	4856
Missing (%)	8.9%
Infinite	0
Infinite (%)	0.0%
Mean	7074.2271

Minimum	0
Maximum	72000000
Zeros	49225
Zeros (%)	90.7%
Negative	0
Negative (%)	0.0%
Memory size	424.3 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	72000000
Range	72000000
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	428216.59
Coefficient of variation (CV)	60.531926
Kurtosis	20631.918
Mean	7074.2271
Median Absolute Deviation (MAD)	0
Skewness	135.19128
Sum	3.4973564 × 10⁸
Variance	1.8336945 × 10¹¹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	49225	90.7%
1000000	7	< 0.1%
500000	6	< 0.1%
100000	5	< 0.1%
600000	4	< 0.1%
10000	4	< 0.1%
300000	3	< 0.1%
4545754	2	< 0.1%
1400000	2	< 0.1%
1515251	2	< 0.1%
Other values (166)	178	0.3%
(Missing)	4856	8.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	49225	90.7%
215	1	< 0.1%
428	1	< 0.1%
1000	1	< 0.1%
1505	1	< 0.1%
2752	1	< 0.1%
5116	1	< 0.1%
10000	4	< 0.1%
10645	1	< 0.1%
11567	1	< 0.1%

Value	Count	Frequency (%)
72000000	1	< 0.1%
52000000	1	< 0.1%
14600000	1	< 0.1%
13300000	1	< 0.1%
11008376	1	< 0.1%
10300000	1	< 0.1%
10000000	1	< 0.1%
8600000	1	< 0.1%
7216365	1	< 0.1%
6225354	1	< 0.1%

round_A
Real number (ℝ)

HIGH CORRELATION MISSING ZEROS

Distinct	2035
Distinct (%)	4.1%
Missing	4856
Missing (%)	8.9%
Infinite	0
Infinite (%)	0.0%
Mean	1243955

Minimum	0
Maximum	3.19 × 10⁸
Zeros	40435
Zeros (%)	74.5%
Negative	0
Negative (%)	0.0%
Memory size	424.3 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	7000000
Maximum	3.19 × 10⁸
Range	3.19 × 10⁸
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	5531974
Coefficient of variation (CV)	4.4470853
Kurtosis	752.81382
Mean	1243955
Median Absolute Deviation (MAD)	0
Skewness	19.776802
Sum	6.1498648 × 10¹⁰
Variance	3.0602737 × 10¹³
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	40435	74.5%
5000000	525	1.0%
3000000	378	0.7%
2000000	372	0.7%
10000000	324	0.6%
1000000	323	0.6%
4000000	322	0.6%
6000000	308	0.6%
1500000	219	0.4%
7000000	196	0.4%
Other values (2025)	6036	11.1%
(Missing)	4856	8.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	40435	74.5%
4	1	< 0.1%
291	1	< 0.1%
715	1	< 0.1%
1700	1	< 0.1%
2000	1	< 0.1%
6500	1	< 0.1%
7000	2	< 0.1%
10000	1	< 0.1%
12989	1	< 0.1%

Value	Count	Frequency (%)
319000000	1	< 0.1%
300000000	1	< 0.1%
260000000	1	< 0.1%
225000000	2	< 0.1%
200000000	1	< 0.1%
176000000	1	< 0.1%
170604000	1	< 0.1%
165000000	1	< 0.1%
150000000	1	< 0.1%
130000000	1	< 0.1%

round_B
Real number (ℝ)

HIGH CORRELATION MISSING SKEWED ZEROS

Distinct	1269
Distinct (%)	2.6%
Missing	4856
Missing (%)	8.9%
Infinite	0
Infinite (%)	0.0%
Mean	1492891.2

Minimum	0
Maximum	5.42 × 10⁸
Zeros	43991
Zeros (%)	81.0%
Negative	0
Negative (%)	0.0%
Memory size	424.3 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	10000000
Maximum	5.42 × 10⁸
Range	5.42 × 10⁸
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	7472704.5
Coefficient of variation (CV)	5.0055253
Kurtosis	927.98287
Mean	1492891.2
Median Absolute Deviation (MAD)	0
Skewness	20.445337
Sum	7.3805553 × 10¹⁰
Variance	5.5841312 × 10¹³
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	43991	81.0%
10000000	391	0.7%
15000000	206	0.4%
8000000	201	0.4%
5000000	184	0.3%
20000000	173	0.3%
12000000	163	0.3%
6000000	159	0.3%
7000000	139	0.3%
4000000	113	0.2%
Other values (1259)	3718	6.8%
(Missing)	4856	8.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	43991	81.0%
1000	1	< 0.1%
2000	1	< 0.1%
2666	1	< 0.1%
4000	1	< 0.1%
29983	1	< 0.1%
30488	1	< 0.1%
50000	4	< 0.1%
88888	1	< 0.1%
100000	3	< 0.1%

Value	Count	Frequency (%)
542000000	1	< 0.1%
355187000	1	< 0.1%
350000000	1	< 0.1%
320000000	1	< 0.1%
250000000	1	< 0.1%
200000000	1	< 0.1%
185000000	1	< 0.1%
165000000	1	< 0.1%
160000000	1	< 0.1%
157000000	1	< 0.1%

round_C
Real number (ℝ)

MISSING ZEROS

Distinct	740
Distinct (%)	1.5%
Missing	4856
Missing (%)	8.9%
Infinite	0
Infinite (%)	0.0%
Mean	1205355.8

Minimum	0
Maximum	4.9 × 10⁸
Zeros	46601
Zeros (%)	85.8%
Negative	0
Negative (%)	0.0%
Memory size	424.3 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	5000000
Maximum	4.9 × 10⁸
Range	4.9 × 10⁸
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	7993591.7
Coefficient of variation (CV)	6.6317279
Kurtosis	691.38682
Mean	1205355.8
Median Absolute Deviation (MAD)	0
Skewness	19.007129
Sum	5.959038 × 10¹⁰
Variance	6.3897509 × 10¹³
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	46601	85.8%
10000000	164	0.3%
15000000	159	0.3%
20000000	129	0.2%
25000000	97	0.2%
12000000	89	0.2%
30000000	79	0.1%
5000000	63	0.1%
8000000	58	0.1%
6000000	55	0.1%
Other values (730)	1944	3.6%
(Missing)	4856	8.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	46601	85.8%
2000	1	< 0.1%
76265	1	< 0.1%
100000	1	< 0.1%
150000	1	< 0.1%
160000	1	< 0.1%
187539	1	< 0.1%
199999	1	< 0.1%
200000	1	< 0.1%
225417	1	< 0.1%

Value	Count	Frequency (%)
490000000	1	< 0.1%
375000000	1	< 0.1%
350000000	2	< 0.1%
300000000	1	< 0.1%
258000000	1	< 0.1%
216000000	1	< 0.1%
200000000	3	< 0.1%
198730677	1	< 0.1%
194000000	1	< 0.1%
160000000	2	< 0.1%

round_D
Real number (ℝ)

MISSING SKEWED ZEROS

Distinct	458
Distinct (%)	0.9%
Missing	4856
Missing (%)	8.9%
Infinite	0
Infinite (%)	0.0%
Mean	737526.06

Minimum	0
Maximum	1.2 × 10⁹
Zeros	48150
Zeros (%)	88.7%
Negative	0
Negative (%)	0.0%
Memory size	424.3 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	1.2 × 10⁹
Range	1.2 × 10⁹
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	9815218.2
Coefficient of variation (CV)	13.3083
Kurtosis	6550.4541
Mean	737526.06
Median Absolute Deviation (MAD)	0
Skewness	64.292553
Sum	3.6461813 × 10¹⁰
Variance	9.6338508 × 10¹³
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	48150	88.7%
10000000	67	0.1%
20000000	64	0.1%
15000000	59	0.1%
12000000	44	0.1%
25000000	42	0.1%
50000000	33	0.1%
30000000	33	0.1%
40000000	26	< 0.1%
8000000	26	< 0.1%
Other values (448)	894	1.6%
(Missing)	4856	8.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	48150	88.7%
5000	1	< 0.1%
85000	1	< 0.1%
100000	1	< 0.1%
122216	1	< 0.1%
124233	1	< 0.1%
150000	1	< 0.1%
152037	1	< 0.1%
200000	1	< 0.1%
269228	1	< 0.1%

Value	Count	Frequency (%)
1200000000	1	< 0.1%
950000000	1	< 0.1%
475000000	1	< 0.1%
420000000	1	< 0.1%
300000000	1	< 0.1%
280000000	1	< 0.1%
250000000	2	< 0.1%
220000000	1	< 0.1%
210000000	1	< 0.1%
200000000	4	< 0.1%

round_E
Real number (ℝ)

HIGH CORRELATION MISSING SKEWED ZEROS

Distinct	225
Distinct (%)	0.5%
Missing	4856
Missing (%)	8.9%
Infinite	0
Infinite (%)	0.0%
Mean	342468.2

Minimum	0
Maximum	4 × 10⁸
Zeros	48922
Zeros (%)	90.1%
Negative	0
Negative (%)	0.0%
Memory size	424.3 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	4 × 10⁸
Range	4 × 10⁸
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	5406914.6
Coefficient of variation (CV)	15.788078
Kurtosis	1595.4219
Mean	342468.2
Median Absolute Deviation (MAD)	0
Skewness	32.900867
Sum	1.6930943 × 10¹⁰
Variance	2.9234725 × 10¹³
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	48922	90.1%
20000000	24	< 0.1%
25000000	20	< 0.1%
10000000	17	< 0.1%
30000000	17	< 0.1%
40000000	16	< 0.1%
15000000	15	< 0.1%
50000000	14	< 0.1%
12000000	13	< 0.1%
8000000	13	< 0.1%
Other values (215)	367	0.7%
(Missing)	4856	8.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	48922	90.1%
327054	1	< 0.1%
487500	1	< 0.1%
539999	1	< 0.1%
980000	1	< 0.1%
1200000	1	< 0.1%
1500750	1	< 0.1%
1800000	1	< 0.1%
1867973	1	< 0.1%
2000000	3	< 0.1%

Value	Count	Frequency (%)
400000000	1	< 0.1%
360000000	1	< 0.1%
250000000	2	< 0.1%
227000000	1	< 0.1%
225000000	1	< 0.1%
220000000	1	< 0.1%
200000000	1	< 0.1%
175445382	1	< 0.1%
170000000	1	< 0.1%
167700000	1	< 0.1%

round_F
Real number (ℝ)

MISSING SKEWED ZEROS

Distinct	110
Distinct (%)	0.2%
Missing	4856
Missing (%)	8.9%
Infinite	0
Infinite (%)	0.0%
Mean	169769.19

Minimum	0
Maximum	1.06 × 10⁹
Zeros	49266
Zeros (%)	90.7%
Negative	0
Negative (%)	0.0%
Memory size	424.3 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	1.06 × 10⁹
Range	1.06 × 10⁹
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	6277905.5
Coefficient of variation (CV)	36.979062
Kurtosis	16828.06
Mean	169769.19
Median Absolute Deviation (MAD)	0
Skewness	109.22726
Sum	8.3930492 × 10⁹
Variance	3.9412097 × 10¹³
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	49266	90.7%
20000000	12	< 0.1%
50000000	9	< 0.1%
40000000	7	< 0.1%
25000000	6	< 0.1%
15000000	5	< 0.1%
30000000	4	< 0.1%
35000000	4	< 0.1%
7000000	4	< 0.1%
10000000	4	< 0.1%
Other values (100)	117	0.2%
(Missing)	4856	8.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	49266	90.7%
60000	1	< 0.1%
271500	1	< 0.1%
658362	1	< 0.1%
800000	1	< 0.1%
1000000	1	< 0.1%
1160000	1	< 0.1%
1999999	1	< 0.1%
2000000	1	< 0.1%
2425101	1	< 0.1%

Value	Count	Frequency (%)
1060000000	1	< 0.1%
286000000	1	< 0.1%
250000000	1	< 0.1%
249101159	1	< 0.1%
230000000	1	< 0.1%
225000000	1	< 0.1%
210000000	1	< 0.1%
200000000	3	< 0.1%
176000000	1	< 0.1%
150000000	2	< 0.1%

round_G
Real number (ℝ)

HIGH CORRELATION MISSING SKEWED ZEROS

Distinct	32
Distinct (%)	0.1%
Missing	4856
Missing (%)	8.9%
Infinite	0
Infinite (%)	0.0%
Mean	57670.668

Minimum	0
Maximum	1 × 10⁹
Zeros	49404
Zeros (%)	91.0%
Negative	0
Negative (%)	0.0%
Memory size	424.3 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	1 × 10⁹
Range	1 × 10⁹
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	5252311.9
Coefficient of variation (CV)	91.074235
Kurtosis	27683.541
Mean	57670.668
Median Absolute Deviation (MAD)	0
Skewness	155.72713
Sum	2.8511225 × 10⁹
Variance	2.7586781 × 10¹³
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=32)

Value	Count	Frequency (%)
0	49404	91.0%
10000000	3	< 0.1%
25000000	2	< 0.1%
16084571	1	< 0.1%
172000000	1	< 0.1%
63000000	1	< 0.1%
100000000	1	< 0.1%
400000000	1	< 0.1%
73667711	1	< 0.1%
99000000	1	< 0.1%
Other values (22)	22	< 0.1%
(Missing)	4856	8.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	49404	91.0%
818427	1	< 0.1%
1700000	1	< 0.1%
3638297	1	< 0.1%
3700000	1	< 0.1%
6800000	1	< 0.1%
6937919	1	< 0.1%
8199999	1	< 0.1%
10000000	3	< 0.1%
12500000	1	< 0.1%

Value	Count	Frequency (%)
1000000000	1	< 0.1%
400000000	1	< 0.1%
350000000	1	< 0.1%
172000000	1	< 0.1%
100000000	1	< 0.1%
99000000	1	< 0.1%
73667711	1	< 0.1%
69985435	1	< 0.1%
63000000	1	< 0.1%
60000000	1	< 0.1%

round_H
Categorical

HIGH CORRELATION IMBALANCE MISSING

Distinct	5
Distinct (%)	< 0.1%
Missing	4856
Missing (%)	8.9%
Memory size	424.3 KiB

0.0	49434
50000000.0	1
600000000.0	1
49000000.0	1
4600000.0	1

Length

Max length	11
Median length	3
Mean length	3.0005664
Min length	3

Characters and Unicode

Total characters	148342
Distinct characters	6
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	4 ?
Unique (%)	< 0.1%

Sample

1st row	0.0
2nd row	0.0
3rd row	0.0
4th row	0.0
5th row	0.0

Common Values

Value	Count	Frequency (%)
0.0	49434	91.0%
50000000.0	1	< 0.1%
600000000.0	1	< 0.1%
49000000.0	1	< 0.1%
4600000.0	1	< 0.1%
(Missing)	4856	8.9%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0.0	49434	> 99.9%
50000000.0	1	< 0.1%
600000000.0	1	< 0.1%
49000000.0	1	< 0.1%
4600000.0	1	< 0.1%

Most occurring characters

Value	Count	Frequency (%)
0	98898	66.7%
.	49438	33.3%
6	2	< 0.1%
4	2	< 0.1%
5	1	< 0.1%
9	1	< 0.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	98904	66.7%
Other Punctuation	49438	33.3%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	98898	> 99.9%
6	2	< 0.1%
4	2	< 0.1%
5	1	< 0.1%
9	1	< 0.1%

Other Punctuation

Value	Count	Frequency (%)
.	49438	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	148342	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	98898	66.7%
.	49438	33.3%
6	2	< 0.1%
4	2	< 0.1%
5	1	< 0.1%
9	1	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	148342	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	98898	66.7%
.	49438	33.3%
6	2	< 0.1%
4	2	< 0.1%
5	1	< 0.1%
9	1	< 0.1%

Auto

Heatmap
Table

	funding_rounds	founded_year	seed	venture	equity_crowdfunding	undisclosed	convertible_note	debt_financing	angel	grant	private_equity	post_ipo_equity	post_ipo_debt	secondary_market	product_crowdfunding	round_A	round_B	round_C	round_D	round_E	round_F	round_G	status	state_code	round_H
funding_rounds	1.000	-0.162	0.100	0.472	-0.045	0.043	0.082	0.275	0.114	0.061	0.086	0.042	0.019	0.019	0.007	0.351	0.418	0.343	0.246	0.160	0.098	0.043	0.061	0.031	0.079
founded_year	-0.162	1.000	0.337	-0.424	0.104	0.006	0.042	-0.148	0.069	-0.009	-0.107	-0.064	-0.039	-0.014	0.045	-0.119	-0.213	-0.209	-0.167	-0.116	-0.068	-0.031	0.112	0.057	0.000
seed	0.100	0.337	1.000	-0.321	-0.048	-0.047	-0.003	-0.109	0.003	-0.028	-0.077	-0.043	-0.021	-0.004	-0.014	-0.087	-0.127	-0.108	-0.079	-0.053	-0.032	-0.014	0.004	0.000	0.000
venture	0.472	-0.424	-0.321	1.000	-0.085	-0.056	-0.021	0.094	-0.116	-0.073	-0.001	-0.004	-0.010	0.011	-0.037	0.542	0.503	0.390	0.270	0.175	0.102	0.045	0.000	0.000	0.505
equity_crowdfunding	-0.045	0.104	-0.048	-0.085	1.000	-0.014	-0.005	-0.027	-0.019	-0.012	-0.016	-0.008	-0.004	-0.002	-0.001	-0.044	-0.034	-0.025	-0.017	-0.011	-0.006	-0.003	0.000	0.000	0.000
undisclosed	0.043	0.006	-0.047	-0.056	-0.014	1.000	-0.001	-0.026	-0.017	-0.004	-0.011	-0.002	-0.005	-0.003	0.002	-0.032	-0.021	-0.009	-0.010	-0.004	0.004	0.002	0.000	0.000	0.000
convertible_note	0.082	0.042	-0.003	-0.021	-0.005	-0.001	1.000	0.019	-0.002	0.008	-0.003	-0.001	0.001	-0.002	-0.001	-0.011	-0.006	-0.007	-0.005	0.000	-0.003	0.005	0.000	0.000	0.000
debt_financing	0.275	-0.148	-0.109	0.094	-0.027	-0.026	0.019	1.000	-0.050	-0.011	0.034	0.012	0.011	0.002	-0.018	0.018	0.074	0.083	0.086	0.073	0.037	0.021	0.000	0.000	0.000
angel	0.114	0.069	0.003	-0.116	-0.019	-0.017	-0.002	-0.050	1.000	0.004	-0.031	-0.018	-0.010	0.004	-0.007	-0.016	-0.037	-0.034	-0.022	-0.019	-0.011	-0.004	0.000	0.000	0.000
grant	0.061	-0.009	-0.028	-0.073	-0.012	-0.004	0.008	-0.011	0.004	1.000	-0.001	0.001	-0.003	-0.003	-0.002	-0.040	-0.019	-0.005	-0.004	-0.001	0.000	-0.004	0.000	0.000	0.000
private_equity	0.086	-0.107	-0.077	-0.001	-0.016	-0.011	-0.003	0.034	-0.031	-0.001	1.000	0.021	0.022	-0.003	-0.007	-0.029	0.009	0.031	0.047	0.035	0.032	0.024	0.000	0.000	0.000
post_ipo_equity	0.042	-0.064	-0.043	-0.004	-0.008	-0.002	-0.001	0.012	-0.018	0.001	0.021	1.000	0.108	0.011	-0.005	-0.020	-0.010	0.000	0.009	0.007	0.008	0.008	0.009	0.018	0.000
post_ipo_debt	0.019	-0.039	-0.021	-0.010	-0.004	-0.005	0.001	0.011	-0.010	-0.003	0.022	0.108	1.000	-0.001	-0.003	-0.016	-0.005	0.004	0.007	0.006	-0.002	-0.001	0.000	0.024	0.000
secondary_market	0.019	-0.014	-0.004	0.011	-0.002	-0.003	-0.002	0.002	0.004	-0.003	-0.003	0.011	-0.001	1.000	-0.001	0.011	0.021	0.027	0.017	0.018	0.016	0.039	0.000	0.000	0.000
product_crowdfunding	0.007	0.045	-0.014	-0.037	-0.001	0.002	-0.001	-0.018	-0.007	-0.002	-0.007	-0.005	-0.003	-0.001	1.000	-0.011	-0.021	-0.016	-0.011	-0.007	-0.004	-0.002	0.000	0.000	0.000
round_A	0.351	-0.119	-0.087	0.542	-0.044	-0.032	-0.011	0.018	-0.016	-0.040	-0.029	-0.020	-0.016	0.011	-0.011	1.000	0.364	0.186	0.097	0.055	0.031	0.007	0.013	0.000	0.000
round_B	0.418	-0.213	-0.127	0.503	-0.034	-0.021	-0.006	0.074	-0.037	-0.019	0.009	-0.010	-0.005	0.021	-0.021	0.364	1.000	0.410	0.223	0.122	0.068	0.025	0.003	0.000	0.000
round_C	0.343	-0.209	-0.108	0.390	-0.025	-0.009	-0.007	0.083	-0.034	-0.005	0.031	0.000	0.004	0.027	-0.016	0.186	0.410	1.000	0.435	0.224	0.122	0.040	0.000	0.000	0.000
round_D	0.246	-0.167	-0.079	0.270	-0.017	-0.010	-0.005	0.086	-0.022	-0.004	0.047	0.009	0.007	0.017	-0.011	0.097	0.223	0.435	1.000	0.394	0.198	0.074	0.000	0.000	0.117
round_E	0.160	-0.116	-0.053	0.175	-0.011	-0.004	0.000	0.073	-0.019	-0.001	0.035	0.007	0.006	0.018	-0.007	0.055	0.122	0.224	0.394	1.000	0.380	0.142	0.000	0.000	0.510
round_F	0.098	-0.068	-0.032	0.102	-0.006	0.004	-0.003	0.037	-0.011	0.000	0.032	0.008	-0.002	0.016	-0.004	0.031	0.068	0.122	0.198	0.380	1.000	0.300	0.000	0.000	0.166
round_G	0.043	-0.031	-0.014	0.045	-0.003	0.002	0.005	0.021	-0.004	-0.004	0.024	0.008	-0.001	0.039	-0.002	0.007	0.025	0.040	0.074	0.142	0.300	1.000	0.000	0.000	0.577
status	0.061	0.112	0.004	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.009	0.000	0.000	0.000	0.013	0.003	0.000	0.000	0.000	0.000	0.000	1.000	0.091	0.000
state_code	0.031	0.057	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.018	0.024	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.091	1.000	0.000
round_H	0.079	0.000	0.000	0.505	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.117	0.510	0.166	0.577	0.000	0.000	1.000

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.

First rows
Last rows

	permalink	name	homepage_url	category_list	market	funding_total_usd	status	country_code	state_code	region	city	funding_rounds	founded_at	founded_month	founded_quarter	founded_year	first_funding_at	last_funding_at	seed	venture	equity_crowdfunding	undisclosed	round_A	round_B
0	/organization/waywire	#waywire	http://www.waywire.com	\|Entertainment\|Politics\|Social Media\|News\|	News	17,50,000	acquired	USA	NY	New York City	New York	1.0	2012-06-01	2012-06	2012-Q2	2012.0	2012-06-30	2012-06-30	1750000.0	0.0	0.0	0.0	0.0	0.0
1	/organization/tv-communications	&TV Communications	http://enjoyandtv.com	\|Games\|	Games	40,00,000	operating	USA	CA	Los Angeles	Los Angeles	2.0	NaN	NaN	NaN	NaN	2010-06-04	2010-09-23	0.0	4000000.0	0.0	0.0	0.0	0.0
2	/organization/rock-your-paper	'Rock' Your Paper	http://www.rockyourpaper.org	\|Publishing\|Education\|	Publishing	40,000	operating	EST	NaN	Tallinn	Tallinn	1.0	2012-10-26	2012-10	2012-Q4	2012.0	2012-08-09	2012-08-09	40000.0	0.0	0.0	0.0	0.0	0.0
3	/organization/in-touch-network	(In)Touch Network	http://www.InTouchNetwork.com	\|Electronics\|Guides\|Coffee\|Restaurants\|Music\|iPhone\|Apps\|Mobile\|iOS\|E-Commerce\|	Electronics	15,00,000	operating	GBR	NaN	London	London	1.0	2011-04-01	2011-04	2011-Q2	2011.0	2011-04-01	2011-04-01	1500000.0	0.0	0.0	0.0	0.0	0.0
4	/organization/r-ranch-and-mine	-R- Ranch and Mine	NaN	\|Tourism\|Entertainment\|Games\|	Tourism	60,000	operating	USA	TX	Dallas	Fort Worth	2.0	2014-01-01	2014-01	2014-Q1	2014.0	2014-08-17	2014-09-26	0.0	0.0	60000.0	0.0	0.0	0.0
5	/organization/club-domains	.Club Domains	http://nic.club/	\|Software\|	Software	70,00,000	NaN	USA	FL	Ft. Lauderdale	Oakland Park	1.0	2011-10-10	2011-10	2011-Q4	2011.0	2013-05-31	2013-05-31	0.0	7000000.0	0.0	0.0	0.0	7000000.0
6	/organization/fox-networks	.Fox Networks	http://www.dotfox.com	\|Advertising\|	Advertising	49,12,393	closed	ARG	NaN	Buenos Aires	Buenos Aires	1.0	NaN	NaN	NaN	NaN	2007-01-16	2007-01-16	0.0	0.0	0.0	4912393.0	0.0	0.0
7	/organization/0-6-com	0-6.com	http://www.0-6.com	\|Curated Web\|	Curated Web	20,00,000	operating	NaN	NaN	NaN	NaN	1.0	2007-01-01	2007-01	2007-Q1	2007.0	2008-03-19	2008-03-19	0.0	2000000.0	0.0	0.0	2000000.0	0.0
8	/organization/004-technologies	004 Technologies	http://004gmbh.de/en/004-interact	\|Software\|	Software	-	operating	USA	IL	Springfield, Illinois	Champaign	1.0	2010-01-01	2010-01	2010-Q1	2010.0	2014-07-24	2014-07-24	0.0	0.0	0.0	0.0	0.0	0.0
9	/organization/01games-technology	01Games Technology	http://www.01games.hk/	\|Games\|	Games	41,250	operating	HKG	NaN	Hong Kong	Hong Kong	1.0	NaN	NaN	NaN	NaN	2014-07-01	2014-07-01	41250.0	0.0	0.0	0.0	0.0	0.0

	permalink	name	homepage_url	category_list	market	funding_total_usd	status	country_code	state_code	region	city	funding_rounds	founded_at	founded_month	founded_quarter	founded_year	first_funding_at	last_funding_at	seed	venture	equity_crowdfunding	undisclosed	convertible_note	debt_financing	angel	grant	private_equity	post_ipo_equity	post_ipo_debt	secondary_market	product_crowdfunding	round_A	round_B	round_C	round_D	round_E	round_F	round_G	round_H
54284	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
54285	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
54286	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
54287	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
54288	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
54289	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
54290	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
54291	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
54292	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
54293	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN

Most frequently occurring

	permalink	name	homepage_url	category_list	market	funding_total_usd	status	country_code	state_code	region	city	funding_rounds	founded_at	founded_month	founded_quarter	founded_year	first_funding_at	last_funding_at	seed	venture	equity_crowdfunding	undisclosed	convertible_note	debt_financing	angel	grant	private_equity	post_ipo_equity	post_ipo_debt	secondary_market	product_crowdfunding	round_A	round_B	round_C	round_D	round_E	round_F	round_G	round_H	# duplicates
0	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	4856

Overview

Variables

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Decimal Number

Control

Other Punctuation

Dash Punctuation

Math Symbol

Open Punctuation

Close Punctuation

Other Symbol

Most occurring scripts

Most frequent character per script

Latin

Common

Most occurring blocks

Most frequent character per block

ASCII

None

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Uppercase Letter

Other Punctuation

Decimal Number

Control

Math Symbol

Other Number

Open Punctuation

Close Punctuation

Other Symbol

Currency Symbol

Space Separator

Dash Punctuation

Connector Punctuation

Format

Other Letter

Modifier Symbol

Most occurring scripts

Most frequent character per script

Latin

Common

Most occurring blocks

Most frequent character per block

ASCII

None

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Uppercase Letter

Other Punctuation

Decimal Number

Math Symbol

Dash Punctuation

Connector Punctuation

Space Separator

Most occurring scripts

Most frequent character per script

Latin

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter